diff --git a/latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/artifact.json b/latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/artifact.json
index d03a36c782913dce5c3c3605ab889c4c62c86d0a..5806c9600ff7d3debdf61b7a05314a76cd5c430d 100644
--- a/latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/artifact.json
+++ b/latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/artifact.json
@@ -7,29 +7,34 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/checkpoint_p0/checkpoint_000048836_25004032.pth"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/git.diff"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/sf_log.txt"
     }
   ],
   "asset_state": "teacher_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "run": "memory/rollout_teachers/deadly_corridor",
diff --git a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/artifact.json b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/artifact.json
index ae041934fdfab9a9037f8ef44c2d152cac0c5216..807534c5888846881fd1ca25fa503be68357e1e2 100644
--- a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/artifact.json
@@ -7,39 +7,44 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex",
@@ -67,7 +72,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
       "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
     }
diff --git a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/artifact.json b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/artifact.json
index f91c6c7d8efb6589edbf3d0c2e176804afa227fe..462106ba09f1cf624f048929024cc3bd35580e52 100644
--- a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/artifact.json
@@ -7,39 +7,44 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi",
@@ -67,7 +72,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
       "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
     }
diff --git a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/artifact.json b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/artifact.json
index 927aa629c00a1e70913255955068f7a2ab24e33f..9f098aeded14bf7a6ed99e528c9071dd4160da34 100644
--- a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/artifact.json
@@ -7,49 +7,54 @@
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/eval_inputs/deadly_corridor_fixed_latency_6.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline",
@@ -77,7 +82,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
       "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
     }
diff --git a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/artifact.json b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/artifact.json
index 570bb92a9c4d3cd70d5ab2a36a134c6cbd07a616..c66e1db0a6a4033e1ff063bcb593939dbe9b9236 100644
--- a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/artifact.json
@@ -7,39 +7,44 @@
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch",
@@ -67,7 +72,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
       "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
     }
diff --git a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/artifact.json b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/artifact.json
index 240b8ef43c4d732660855f9541dc85d3b33d697c..2984e823051eef0319091d8b6a78eb47abb30ca2 100644
--- a/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/checkpoints/best_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/checkpoints/steps_500_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_deadly_corridor_fix_latency_2",
@@ -34,7 +39,7 @@
       "training_data_mix": "deadly_corridor_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/deadly-corridor/deadly_corridor_fix_latency_2",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -78,7 +83,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/deadly-corridor/deadly_corridor_fix_latency_2",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       }
diff --git a/latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/artifact.json b/latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/artifact.json
index db573e106d5e1f6c7f25859c38cd980d5641d5cb..684ec9519749736c94e25a4128f56b35c29562f3 100644
--- a/latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/artifact.json
+++ b/latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/artifact.json
@@ -7,29 +7,34 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/checkpoints/steps_1000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/eval/fixed_6/eval_latency_6/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/eval/fixed_6/queue_eval_latency_6.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/deadly-corridor/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/eval/fixed_6/queue_eval_results.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce",
@@ -57,7 +62,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
       "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
     }
diff --git a/latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/artifact.json b/latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/artifact.json
index 67afce7d0826910c31c0835c88d85ad4da4213b8..c7951c17cb28c088d5b7bc842b1a0222a13a813d 100644
--- a/latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/artifact.json
+++ b/latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/artifact.json
@@ -7,29 +7,34 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/checkpoint_p0/checkpoint_000048880_25026560.pth"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/git.diff"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/sf_log.txt"
     }
   ],
   "asset_state": "teacher_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "run": "memory/rollout_teachers/demon_attack",
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/artifact.json
index 5e260bfaa4089d2fb29415b8882de87a85e975ab..2ddccc266bc64e67bf2b9714f804c99ca408042c 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/checkpoints/steps_7000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/demon_attack"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "demon_attack_fix_latency_2_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/artifact.json
index 31dcc60dc535851654b0cc15f60d70993cddc629..525c1a24cc9b6cfb4bf99bba47af4f4f6ca49290 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/checkpoints/steps_7000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/demon_attack"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "demon_attack_fix_latency_4_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/artifact.json
index fa18ed3df3cc4a3247f9ad7b0c83f15a0d201515..411d9276b5caadd3396dfffad9b61b3b44001bf0 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/checkpoints/steps_7000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/demon_attack"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "demon_attack_fix_latency_6_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/artifact.json
index 4e73474f421c7bde986c5b95569e61e50b74334c..c5a494eb4af0ffbac9d77ee304a053b34866a94a 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/artifact.json
@@ -7,44 +7,49 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.cap3600.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex",
@@ -72,7 +77,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
     }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/artifact.json
index 1044e6b32df56ec94aa10c8e0ff701314c3bab8a..fe87514c7fd027061cb1a717c109f772927b3681 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/artifact.json
@@ -7,49 +7,54 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.cap3600.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.pre_framealign.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi",
@@ -77,7 +82,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
     }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/artifact.json
index dc43173ab1d453b00ee69bd232265bc2ed963834..802b60b4d03715fb21b80a451dbb9ed70003c3c6 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/artifact.json
@@ -7,44 +7,49 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/eval/post_train/step_4000.cap3600.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline",
@@ -72,7 +77,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
     }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/artifact.json
index 0b82c97bbbf61d7625c156f16688af4492e3a098..6cb9e4c68657a96730992cc792db40175e365b88 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/artifact.json
@@ -7,49 +7,54 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.cap3600.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.pre_framealign.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "demon_attack_fix_latency_6_200ep_7k2steps_stitch",
@@ -77,7 +82,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
     }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/artifact.json
index 5145f2b833c64687d4ee87a030c13defde9f02b6..dac460ed04191b1cbd556f4f34288ef5335993c0 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/checkpoints/steps_7000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/demon_attack"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "demon_attack_fix_latency_8_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/artifact.json
index 599e66be5c635abcbd72d576ed8095af39c83933..b92aa25c51f18fc3ea3df380eb3377b9fa57eeeb 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/artifact.json
@@ -7,44 +7,49 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_2000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_3000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_5000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/post_train/step_5000.json"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
@@ -60,7 +65,7 @@
       "training_data_mix": "demon_attack_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -106,7 +111,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -115,7 +120,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/artifact.json
index ab155044e1cc0d228bb2b76a14e670cc3e898b76..da4490b149710240d900890004bf8d313790ab9f 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/artifact.json
@@ -5,9 +5,14 @@
     "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
   },
   "checkpoint": [],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
+  },
   "evaluation": [],
   "asset_state": "metadata_only",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
@@ -71,7 +76,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
     }
   ]
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/artifact.json
index 7748a7913ddf6ce808a664bfe2464de1c744dd86..78deb083c9c42c91ba124d59d2d175134d53c979 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/artifact.json
@@ -7,54 +7,59 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_2000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_3000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.max3600.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.part0of2.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.part1of2.json"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3",
@@ -125,7 +130,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
     }
   ]
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/README.md b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/README.md
index b4260212090cbb04412e09340ba19b4eb1988050..0df1132296f7cb4b44ce3ec76d9f71b823913aa7 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/README.md
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/README.md
@@ -4,4 +4,4 @@ Demon Attack · qwenoft · H1
 
 [Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
 
-Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.
+This historical run shares identical inference weights with another retained run. Download this run’s own config and statistics, and place the canonical checkpoint referenced in `artifact.json` under its local `checkpoints/` directory before native loading. Distinct source run and seed metadata remain preserved. Original local paths describe source provenance. `artifact.json` records the current asset references.
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/artifact.json
index 80c2173c24f54e8757b0d9f1c8c4a58f12fbafcb..2958706551586e40a3f8440102199a46c1e01bf6 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/artifact.json
@@ -7,44 +7,49 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
-      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/checkpoints/steps_5000_model.safetensors"
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_2000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_3000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_5000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/post_train/step_5000.json"
     }
   ],
-  "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "asset_state": "shared_checkpoint",
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2",
@@ -60,7 +65,7 @@
       "training_data_mix": "demon_attack_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -106,7 +111,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -115,7 +120,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/README.md b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/README.md
index 28b5dc227ddebc8b78c4255cea715d22b45752b0..fa3be821975d5eeb8e54c0887e8db5d5a937093d 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/README.md
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/README.md
@@ -4,4 +4,4 @@ Demon Attack · qwenoft · H1
 
 [Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
 
-Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.
+This historical run shares identical inference weights with another retained run. Download this run’s own config and statistics, and place the canonical checkpoint referenced in `artifact.json` under its local `checkpoints/` directory before native loading. Distinct source run and seed metadata remain preserved. Original local paths describe source provenance. `artifact.json` records the current asset references.
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/artifact.json
index 731a3319561c10e674145b73a80b55b916ca5fec..3b5f7474324239e1c67dc443cc60a45fc44bfe4b 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/artifact.json
@@ -7,44 +7,49 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
-      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/checkpoints/steps_5000_model.safetensors"
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_2000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_3000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_4000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_5000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/post_train/step_5000.json"
     }
   ],
-  "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "asset_state": "shared_checkpoint",
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1",
@@ -60,7 +65,7 @@
       "training_data_mix": "demon_attack_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -106,7 +111,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -115,7 +120,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/artifact.json b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/artifact.json
index efc6fdd529a016066b8c6becb52cbb6388bd831d..5e3eca87ecb0e2c0275da7e5712833babb8fd9f6 100644
--- a/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/artifact.json
@@ -7,18 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
-      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/checkpoints/best_model.safetensors"
-    },
-    {
-      "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/checkpoints/steps_2000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_fix_latency_2_small",
diff --git a/latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/artifact.json b/latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/artifact.json
index 5f84bca30a2e84cab573fcf9f5af21927007fd5f..cc8304a38d6a05ddf2d7aa6263c206dce7cea38b 100644
--- a/latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/artifact.json
+++ b/latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/artifact.json
@@ -7,49 +7,54 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/checkpoints/steps_5000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/eval/fixed_6/eval_latency_6/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/eval/fixed_6/queue_eval_latency_6.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/eval/fixed_6/queue_eval_results.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce",
@@ -77,7 +82,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
     }
diff --git a/latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/artifact.json b/latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/artifact.json
index aeb7b855b303d7910f89b725bedae12b52cef494..6f1f43602b9c1f3172542c6e8f000bab4a9e279d 100644
--- a/latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/artifact.json
+++ b/latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/artifact.json
@@ -7,29 +7,34 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/checkpoint_p0/checkpoint_000048840_25034752.pth"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/git.diff"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/sf_log.txt"
     }
   ],
   "asset_state": "teacher_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "run": "memory/rollout_teachers/flappy",
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/artifact.json
index cb6385de9cd1f70fb2fb15cc3be85d47b6a5614e..e52777284d222a3ce4dfc382d94e75fa9daf0868 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_curriculum_cumulative_40ep_per_latency",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency/artifact.json
index ff759d985e46ffe566582b863c17ec7a68f7eb5a..509594057c3dcf1c5fa51b7db16cb5de79cc3dcb 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_exclusive_40ep_per_latency"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_curriculum_exclusive_40ep_per_latency",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep/artifact.json
index 5b81f781be0ef3697609c53e7d4b6460590edac0..425c87fd13aa0b0da41a067b1de8420e3f393257 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_1_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -63,9 +68,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_fix_latency_1_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep/artifact.json
index 0f1be941c38093b2d704bacee403bfb90215935c..00f7833b9d0f634f39cc68168ff9841beb655749 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep/artifact.json
@@ -7,13 +7,18 @@
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -64,9 +69,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_fix_latency_2_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory/artifact.json
index 15529f0048627cb69ebe8aaf9e644c6726c6247d..2815eca9bc6de0440e0d5f86e5f99c5bdc819e28 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory/artifact.json
@@ -7,204 +7,209 @@
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory/checkpoints/steps_4000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_2_200ep_7k2steps_kv_memory"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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index e66664467fee4b96fc50074e497fc3cb9f57d193..fe6837bc4addef70048fd5799ecf0f42bd55e284 100644
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index db0d8b6d6aea7294468ad38310203cfe428ee6f2..afdc6b4780c80ab15358bcfc1c93f23a66db417f 100644
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index 0434dcbc0cb461bdc0b5d2165fc1d954f15408b7..9353d5f4b3f855af158ac19d08bd7cc7f534bd47 100644
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_2_200ep_7k2steps_stitch/latency_bench_eval/post_train/step_4000/flappy/latency_2/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_2_200ep_7k2steps_stitch/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "run": "flappy_fix_latency_2_200ep_7k2steps_stitch",
@@ -402,7 +407,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fix_latency_2_200ep_7k2steps",
       "config_name": "flappy_fix_latency_2_200ep_7k2steps"
     }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep/artifact.json
index d5b380cc79d6ada01bf730c6b7cd8e4d189d84f6..973dbc6cdc0c2a7174197ca44d06b6e7b7788eb1 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -64,9 +69,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_fix_latency_3_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/artifact.json
index 1ce1096d81b02104a9184c1cdc67bb436faf579c..b0a33c80a2e7d215b999081a467c141644e368c6 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/artifact.json
@@ -7,374 +7,379 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/eval/mid_train/step_1250.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_kv_memory_flex/eval/mid_train/step_1500.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
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index 1eea5fcfaa3386462ebf1e111bfd049e4f4be75d..61b8b1a21f249d20797f736a5bdabf28d4ab0682 100644
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index 93cdb43aafde94a392f59c972609cb7064e5e3d4..74d172cd2780e078d94a3ba6e8fc1c19a3f1989f 100644
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index a2f2e6eeffb1fad534f3cd0302b6cd80a0082596..2324d74a5fdee9790d245551cf36e6a03d51b936 100644
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+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2500/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2500/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2500/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2750/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2750/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_2750/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3000/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3000/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3000/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3250/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3250/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3250/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3500/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3500/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3500/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3750/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3750/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_3750/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_4000/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_4000/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_4000/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_500/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_500/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_500/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_750/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_750/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/mid_train/step_750/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/post_train/step_4000/_progress/rank_0.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/post_train/step_4000/_progress/rank_1.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/latency_bench_eval/post_train/step_4000/flappy/latency_3/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_3_200ep_7k2steps_stitch/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "run": "flappy_fix_latency_3_200ep_7k2steps_stitch",
@@ -412,7 +417,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps",
       "config_name": "flappy_fixed_latency_3_200ep_7k2steps"
     }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep/artifact.json
index 3644466a0ee188931d45637bcec5c368d434fd49..c18fc33b3138dc55de91d21679faec67a11310a4 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_4_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -64,9 +69,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_fix_latency_4_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/artifact.json
index 51f747d5601ee59272f6c76de502f7df4e1bf8e7..7f447b852ed9062d1a17939cdfbc07683cb6f70f 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/artifact.json
@@ -7,19 +7,24 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/eval/post_train/step_5000.json"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15",
@@ -35,7 +40,7 @@
       "training_data_mix": "flappy_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -81,7 +86,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -90,7 +95,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/README.md b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/README.md
index bfdd5f0aa1ce306fb729dae9c822045ffac5cfb4..6546a81e0dd6a2b32f0a613400d89a72c592bf05 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/README.md
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/README.md
@@ -4,4 +4,4 @@ Flappy Bird · qwenoft · H1
 
 [Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/flappy)
 
-Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.
+This historical run shares identical inference weights with another retained run. Download this run’s own config and statistics, and place the canonical checkpoint referenced in `artifact.json` under its local `checkpoints/` directory before native loading. Distinct source run and seed metadata remain preserved. Original local paths describe source provenance. `artifact.json` records the current asset references.
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/artifact.json
index b60d2293b02d7130cf2169a5f7b44db8b4e322b5..cd46e0e638ce1aa9195c229ed8015b57212dd4ce 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/artifact.json
@@ -7,19 +7,24 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
-      "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/checkpoints/steps_5000_model.safetensors"
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+      "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2/eval/post_train/step_5000.json"
     }
   ],
-  "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "asset_state": "shared_checkpoint",
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_exp2",
@@ -35,7 +40,7 @@
       "training_data_mix": "flappy_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -81,7 +86,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -90,7 +95,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/README.md b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/README.md
index cf2ebad25a76aaccf81394510455e26c935b9979..3f0477d3caa5a000b80e7ebd6c1289d29b89cedc 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/README.md
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/README.md
@@ -4,4 +4,4 @@ Flappy Bird · qwenoft · H1
 
 [Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/flappy)
 
-Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.
+This historical run shares identical inference weights with another retained run. Download this run’s own config and statistics, and place the canonical checkpoint referenced in `artifact.json` under its local `checkpoints/` directory before native loading. Distinct source run and seed metadata remain preserved. Original local paths describe source provenance. `artifact.json` records the current asset references.
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/artifact.json
index 2b07da2253d9c3b2402b3a79be612bb170d3ec26..07879af559ed70d24d7a40e205ea5e66030ee7ce 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/artifact.json
@@ -7,19 +7,24 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
-      "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/checkpoints/steps_5000_model.safetensors"
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+      "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1/eval/post_train/step_5000.json"
     }
   ],
-  "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "asset_state": "shared_checkpoint",
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost15_seed1",
@@ -35,7 +40,7 @@
       "training_data_mix": "flappy_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       },
@@ -81,7 +86,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15",
         "source_subdir": null
       }
@@ -90,7 +95,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost15"
     }
   ]
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/artifact.json
index f1469c116af05bd4d6669aaa604f812720ed7f09..86fae2f45b1bc64291c200b8c6750da74ffe516e 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/artifact.json
@@ -7,19 +7,24 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3/eval/post_train/step_4000.json"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_bridge_flappy_fixed_latency_3_200ep_7k2steps_ghost7_exp3",
@@ -90,7 +95,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "latency-aware/flappy/flappy_fixed_latency_3_200ep_7k2steps_ghost7"
     }
   ]
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2/artifact.json
index 6009f63fb2787b97378073c40c45c3578a1e6af8..da354c33b9755c42766c6b4524d02fa29608983a 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2/artifact.json
@@ -2,12 +2,12 @@
   "condition": "with_latency_prompt",
   "checkpoint": {
     "repo": "latency-sensitive-bench/benchmark-models",
-    "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
     "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2/checkpoints/model.safetensors"
   },
   "evaluation": {
     "repo": "latency-sensitive-bench/benchmark-datasets",
-    "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+    "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
     "path": "evaluations/flappy/openvla_bridge_flappy_latency_mixed_exp2/eval/post_train/step_5000.json"
   },
   "source": {
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/artifact.json
index 4465ac8d3f78347ac5c672aaa277c35e18e9c081..0a738cd8ba5d7bf7b2349aa086e1dad5e7b28b1a 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/artifact.json
@@ -2,12 +2,12 @@
   "condition": "no_latency_information",
   "checkpoint": {
     "repo": "latency-sensitive-bench/benchmark-models",
-    "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
     "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/checkpoints/model.safetensors"
   },
   "evaluation": {
     "repo": "latency-sensitive-bench/benchmark-datasets",
-    "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+    "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
     "path": "evaluations/flappy/openvla_bridge_flappy_latency_mixed_exp2_no_latency_information/eval/post_train/step_5000.json"
   },
   "source": {
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/artifact.json
index 17c584bb1488b7234279c32b3ed037f3c86af0e9..90bb0bba71df900712ba610518768b027d5ab1e6 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/checkpoints/best_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small/checkpoints/steps_1500_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_fix_latency_1_small",
@@ -34,7 +39,7 @@
       "training_data_mix": "flappy_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fix_latency_1_small",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -78,7 +83,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "latency-aware/flappy/flappy_fix_latency_1_small",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       }
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/artifact.json
index c24c89ae899e99fbe626206e1da3a9b982a4b503..1119b5ade22569105e968bbba9875348896f9840 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/checkpoints/best_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp/checkpoints/steps_1500_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_1_small_tmp"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_fix_latency_1_small_tmp",
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/artifact.json
index f7279b05c793b9350bfb42009abebf561091bda8..7c95caa12241e2cca7b60dea9ea44d7058f8b021 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/checkpoints/steps_5000_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2/checkpoints/steps_5000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_fix_latency_2",
diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2_small/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2_small/artifact.json
index 85d4b2b9c0f07db003f1e8f8d60dc42942f340d8..add775d2f0480c1dccd662d40edc7bae98d786ae 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2_small/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_2_small/artifact.json
@@ -7,18 +7,23 @@
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       "repo": "latency-sensitive-bench/benchmark-models",
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         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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index 62cc24c13f564a0e49e3e65b6a9d7cf4a1846dc0..36a104f5c23a84c6075fc53035249f9b5bfb5ef7 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_3_small/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_3_small/artifact.json
@@ -7,18 +7,23 @@
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+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_3_small"
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@@ -34,7 +39,7 @@
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       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
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@@ -78,7 +83,7 @@
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         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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index a77314356bb5587e9b597457053cdc24f1d4db68..b73fd808154d0f90c4d630621d604501d9b2a36e 100644
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+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_exp/artifact.json
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
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+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_exp"
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diff --git a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_small/artifact.json b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_small/artifact.json
index 955015ca0de4ef18b59d007aa50cec4277365f79..1f0ecdd119723dd0b81afb49d4b377ba2984d55d 100644
--- a/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_small/artifact.json
+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_4_small/artifact.json
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
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+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
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         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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index 100dcd2d42191d4bd7cf7b8b917fda9de04045cf..fe12c83502315d668d99d1b323736169abaf6c96 100644
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+++ b/latency-aware/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_6/artifact.json
@@ -7,18 +7,23 @@
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
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+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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diff --git a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_1_context5_2000_effbs128/artifact.json b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_1_context5_2000_effbs128/artifact.json
index 0c391c9ce2916f9ad58c07cdda7174f0289134a7..c1135e8d097e63250ace0ac70ec9bcbac4ea652e 100644
--- a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_1_context5_2000_effbs128/artifact.json
+++ b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_1_context5_2000_effbs128/artifact.json
@@ -7,39 +7,44 @@
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_1_context5_2000_effbs128"
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-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
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@@ -55,7 +60,7 @@
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       "dataset": {
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-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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@@ -73,7 +78,7 @@
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-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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diff --git a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_2_context5_2000_effbs128/artifact.json b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_2_context5_2000_effbs128/artifact.json
index ed413e0b647bf67b34b23a6064370e9b9fe8b094..7eee79c3810c6ff54c19bbcaa2d9a4f9c7136947 100644
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+++ b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_2_context5_2000_effbs128/artifact.json
@@ -7,19 +7,24 @@
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_2_context5_2000_effbs128"
+  },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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-  "paper_source_confirmed": true,
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@@ -35,7 +40,7 @@
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@@ -55,7 +60,7 @@
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diff --git a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_3_context5_2000_effbs128/artifact.json b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_3_context5_2000_effbs128/artifact.json
index d151164e34a708d1cfbd6e23257a07bd3533c758..590040f632d609ff8a53ebbbd4a9a7559d91920d 100644
--- a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_3_context5_2000_effbs128/artifact.json
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@@ -7,39 +7,44 @@
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     }
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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-  "paper_source_confirmed": true,
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@@ -55,7 +60,7 @@
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       "dataset": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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@@ -73,7 +78,7 @@
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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index e7830df58533b5ab1768784a28e27ab31f759895..c14aae0e728e0a81383afa16174015233a2c2aa2 100644
--- a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_3_context5_standard_sft_2000_effbs128_224_currentce/artifact.json
+++ b/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_3_context5_standard_sft_2000_effbs128_224_currentce/artifact.json
@@ -7,29 +7,34 @@
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     }
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+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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+  },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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@@ -57,7 +62,7 @@
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index 51d82aa4639666bab9d7be8820848246f0ab2b29..d6330e36836799409c038596ad94068050027008 100644
--- a/latency-aware/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_4_context5_2000_effbs128/artifact.json
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@@ -7,39 +7,44 @@
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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-  "paper_source_confirmed": true,
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@@ -55,7 +60,7 @@
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       "dataset": {
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-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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@@ -73,7 +78,7 @@
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-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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diff --git a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/artifact.json b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/artifact.json
index a5d979947798ce0cbc3bab972b53b5e2268041f6..c4bd8af96d9e92f307a6ae5954b34b59cef7036e 100644
--- a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/artifact.json
+++ b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/artifact.json
@@ -7,64 +7,69 @@
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-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_2/resolved_config.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/observation_attempts.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/resolved_config.yaml"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
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@@ -80,7 +85,7 @@
       "training_data_mix": "openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp2",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
       },
@@ -130,7 +135,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
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diff --git a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/artifact.json b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/artifact.json
index 01d0ef5db0e4c68ea334e184ad998a5f66c03cb2..50223f24723222920dd711a10706bb5dd0e4e2c8 100644
--- a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/artifact.json
+++ b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/artifact.json
@@ -7,64 +7,69 @@
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-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3"
+  },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/eval/post_train/step_5000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/latency_bench_eval/post_train/step_5000/gymnasium/latency_0/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/latency_bench_eval/post_train/step_5000/gymnasium/latency_2/resolved_config.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/observation_attempts.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/resolved_config.yaml"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
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@@ -80,7 +85,7 @@
       "training_data_mix": "openvla_inverted_pendulum_mixed_latency_024_og_l0_native_exp3",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
       },
@@ -130,7 +135,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
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diff --git a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/artifact.json b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/artifact.json
index 12100c03d3e3a12e8169797ad63bb58849d8e178..3364c66119b061e5dca822fb758b629e39571968 100644
--- a/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/artifact.json
+++ b/latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/artifact.json
@@ -7,64 +7,69 @@
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/checkpoints/steps_5000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "latency-aware/inverted-pendulum/vla/starvla-qwenoft-h1/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_2/observation_attempts.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_2/resolved_config.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/inverted-pendulum/openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2/latency_bench_eval/post_train/step_5000/gymnasium/latency_4/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     }
   ],
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-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
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@@ -80,7 +85,7 @@
       "training_data_mix": "openvla_inverted_pendulum_mixed_latency_024_og_l0_native_no_latency_prompt_exp2",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
       },
@@ -130,7 +135,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_subdir": "inverted_pendulum_fixed_latency_0_100ep_1ksteps_og,inverted_pendulum_fixed_latency_2_1000ep_7k2steps,inverted_pendulum_fixed_latency_4_1000ep_7k2steps"
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diff --git a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_0_1000ep_7k2steps_single_baseline/artifact.json b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_0_1000ep_7k2steps_single_baseline/artifact.json
index b5ec77b1d6e1d9bea38bb4dbac1afdcba37e7c87..c7f33c06d31c7fd86ffa7ad69f9b58a53f57cd03 100644
--- a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_0_1000ep_7k2steps_single_baseline/artifact.json
+++ b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_0_1000ep_7k2steps_single_baseline/artifact.json
@@ -7,34 +7,39 @@
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     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_0_1000ep_7k2steps_single_baseline"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
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@@ -62,7 +67,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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       "config_name": "deadly_corridor_fixed_latency_0_1000ep_7k2steps"
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diff --git a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0/artifact.json b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0/artifact.json
index bb0d9d961fe34092b36b1cb3e346c2ac10b6975b..00076fd66418a348bbfa4fe3b0d37e7895ce7228 100644
--- a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0/artifact.json
+++ b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0"
+  },
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   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
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@@ -34,7 +39,7 @@
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       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -78,7 +83,7 @@
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         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
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diff --git a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/artifact.json b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/artifact.json
index 0a55b07be97490d37e73e20777af4c619eb8da5d..4338fcac092b32986ade311f338880efb7e719b7 100644
--- a/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/artifact.json
+++ b/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/artifact.json
@@ -7,18 +7,23 @@
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-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/checkpoints/best_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full/checkpoints/steps_2500_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_0_full"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_deadly_corridor_fix_latency_0_full",
@@ -34,7 +39,7 @@
       "training_data_mix": "deadly_corridor_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -77,7 +82,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       }
diff --git a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/artifact.json b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/artifact.json
index bd3ec608b4b8efac27abaca263ac6856367bc83f..b1d5ee307d3896df1cdb7967c5aadcf1544e0772 100644
--- a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/artifact.json
+++ b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/checkpoints/steps_7000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
@@ -65,9 +70,23 @@
         "paper/figures/fig6_latency_robustness/demon_attack"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/demon-attack/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "demon_attack_fix_latency_0_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
index 783140a7a5fd285a3e816be02eb11086f881a8a7..b7a6af675ae354b585050420c42a90237148028f 100644
--- a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
+++ b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
@@ -7,34 +7,39 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/hydra/.hydra/hydra.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/hydra/.hydra/overrides.yaml"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/hydra/train_starvla_hydra.log"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/demon-attack/demon_attack_fix_latency_0_200ep_7k2steps_single_baseline/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "run": "demon_attack_fix_latency_0_200ep_7k2steps_single_baseline",
@@ -62,7 +67,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "zero-latency/demon-attack/demon_attack_fixed_latency_0_200ep_7k2steps",
       "config_name": "demon_attack_fixed_latency_0_200ep_7k2steps"
     }
diff --git a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small/artifact.json b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small/artifact.json
index 91a3d5be522174d8c72a9ca214d1a1519f948379..dadfbf93b30da75149c51a96fc75c9ae757f695b 100644
--- a/zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small/artifact.json
+++ b/zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small/checkpoints/best_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_0_small"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_demon_attack_fix_latency_0_small",
@@ -29,7 +34,7 @@
       "training_data_mix": "demon_attack_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -66,7 +71,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       }
diff --git a/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep/artifact.json b/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep/artifact.json
index 958e01cb25d5c5bc3f3c214d5f1d89ef2ed2435f..c65d17cb7b4f93a7ab5a9efba975b561a35e1728 100644
--- a/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep/artifact.json
+++ b/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep/artifact.json
@@ -7,13 +7,18 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep/checkpoints/steps_5000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
   "original_training_bindings": [
     {
       "source_repo": "latency-sensitive-bench/openvla_flappy_200ep",
@@ -63,9 +68,23 @@
         "paper/figures/fig6_latency_robustness/flappy"
       ],
       "paper_identity_confirmed": true,
-      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "interpretation": "The run and checkpoint path are bound to the paper episode CSV and source manifest. Original episode JSONLs/action logs were not recovered. Training-data source limits are recorded separately.",
       "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
     }
   ],
+  "evaluation_evidence": {
+    "episodes": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/episodes.csv"
+    },
+    "source_manifest": {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
+      "path": "evaluations/flappy/latency-transfer-qwenoft/source_manifest.csv"
+    },
+    "checkpoint_run": "flappy_fix_latency_0_200ep",
+    "scope": "Paper run/checkpoint paths and episode-level metrics are retained. Original episode JSONLs and action logs are not recovered."
+  },
   "training_data": []
 }
diff --git a/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json b/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
index 7a30b5ad9a81f9fb3534b057d2f310cb03d81b69..c0729a7ab43d0d90b681f9dca1f295cc806c3b48 100644
--- a/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
+++ b/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline/artifact.json
@@ -7,374 +7,379 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/flappy_fix_latency_0_200ep_7k2steps_single_baseline"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_0_200ep_7k2steps_single_baseline/eval/mid_train/step_1000.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_0_200ep_7k2steps_single_baseline/eval/mid_train/step_3250.json"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_0_200ep_7k2steps_single_baseline/latency_bench_eval/post_train/step_4000/flappy/latency_0/episode_metrics.jsonl"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "evaluations/flappy/flappy_fix_latency_0_200ep_7k2steps_single_baseline/summary.jsonl"
     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
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       "run": "flappy_fix_latency_0_200ep_7k2steps_single_baseline",
@@ -402,7 +407,7 @@
   "training_data": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
       "path": "zero-latency/flappy/flappy_fixed_latency_0_200ep_7k2steps",
       "config_name": "flappy_fixed_latency_0_200ep_7k2steps"
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diff --git a/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/artifact.json b/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/artifact.json
index 94e1d1c1d872ae16a8db98ff944a57ee0f6cbc90..6aecb1c690db9613cf679d5622e88ad44615e8de 100644
--- a/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/artifact.json
+++ b/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/checkpoints/steps_5000_model.safetensors"
     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0/checkpoints/steps_5000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
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       "source_repo": "latency-sensitive-bench/openvla_flappy_fix_latency_0",
diff --git a/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small/artifact.json b/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small/artifact.json
index a067992af502bf1b3e65f42c275d3ec14f6fe435..cbd5b345240c3e644772f6d188595dc5f0189a46 100644
--- a/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small/artifact.json
+++ b/zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small/artifact.json
@@ -7,18 +7,23 @@
   "checkpoint": [
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
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     },
     {
       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small/checkpoints/steps_1500_model.safetensors"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/flappy/vla/starvla-qwenoft-h1/openvla_flappy_fix_latency_0_small"
+  },
   "evaluation": [],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": false,
+  "paper_checkpoint_binding_confirmed": false,
   "original_training_bindings": [
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@@ -34,7 +39,7 @@
       "training_data_mix": "flappy_train__bridge",
       "dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       },
@@ -78,7 +83,7 @@
       "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
       "training_recipe_dataset_reference": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
         "path": "",
         "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
       }
diff --git a/zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128/artifact.json b/zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128/artifact.json
index c0d0120a39654927e5d9e7b35421047cd1b4c38e..e82b39ce7a2ca42202791d1035bd41812d8d5777 100644
--- a/zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128/artifact.json
+++ b/zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128/artifact.json
@@ -7,19 +7,24 @@
   "checkpoint": [
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       "repo": "latency-sensitive-bench/benchmark-models",
-      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "revision": "403deb18146f6780ac28536f78167b21aa18898b",
       "path": "zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128/checkpoints/steps_2000_pytorch_model.pt"
     }
   ],
+  "metadata": {
+    "repo": "latency-sensitive-bench/benchmark-models",
+    "revision": "403deb18146f6780ac28536f78167b21aa18898b",
+    "path": "zero-latency/flappy/vla/starvla-wanoft-h8/wan_oft_flappy_fix_latency_0_context5_2000_effbs128"
+  },
   "evaluation": [
     {
       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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     }
   ],
   "asset_state": "complete_bundle",
-  "paper_source_confirmed": true,
+  "paper_checkpoint_binding_confirmed": true,
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@@ -35,7 +40,7 @@
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       "dataset": {
         "repo": "latency-sensitive-bench/benchmark-datasets",
-        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "revision": "27d2fe8badf83302809f5570e3118bd987f15600",
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         "source_repo": "latency-sensitive-bench/flappy_200ep_context5",
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@@ -53,7 +58,7 @@
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       "repo": "latency-sensitive-bench/benchmark-datasets",
-      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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