Add inference artifact inventory and provenance; binary upload follows

inference/2026-09-23/README.md

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+# World model inference artifacts — 2026-09-23
+
+This snapshot contains generated videos, attention observations, comparison evidence, configurations and benchmark manifests.
+The five completed configurations each have 200 SC and 200 GT validated rollouts (2,000 main videos total). Scientific metrics and bootstrap acceptance are still pending.
+
+## Counts
+
+| Configuration | Main videos | Other video files | Files | Size (GiB) |
+|---|---:|---:|---:|---:|
+| hy_worldplay_midpoint_local_v1 | 0 | 0 | 1 | 0.000 |
+| infinite_world_native_local_v1 | 0 | 0 | 10 | 0.000 |
+| lingbot_r50_local_v1 | 400 | 0 | 829 | 8.010 |
+| lingbot_r50_pilot_v1 | 0 | 69 | 252 | 1.416 |
+| lingbot_resident_validation_v1 | 0 | 1 | 8 | 0.024 |
+| magicworld_base_r50_local_v1 | 0 | 76 | 111 | 0.016 |
+| magicworld_base_r50_pilot_v1 | 0 | 13 | 29 | 0.004 |
+| magicworld_fast_r50_local_v1 | 400 | 408 | 2141 | 8.031 |
+| matrixgame2_native_local_v1 | 0 | 4 | 29 | 0.018 |
+| miniworld_05b_r50_360p_v2 | 400 | 408 | 2152 | 10.252 |
+| miniworld_05b_r50_local_v1 | 0 | 107 | 357 | 0.612 |
+| miniworld_1b_r50_360p_v2 | 400 | 433 | 2261 | 12.594 |
+| miniworld_1b_r50_local_v1 | 0 | 107 | 551 | 0.514 |
+| minwm_352p_strict_v3 | 0 | 4 | 10 | 0.006 |
+| minwm_strict_raw360_v2 | 0 | 152 | 308 | 0.533 |
+| sana_r50_local_v1 | 400 | 408 | 1726 | 5.638 |
+
+Video file counts include raw/registered copies, smoke/off-on replays, intermediate chunks and historical variants. Only `validated_main_rollout` entries are the 2,000 accepted main benchmark videos.
+Auxiliary and historical directories are preserved as evidence and must not be pooled with the current main configuration. MatrixGame and InfiniteWorld follow-up inference is incomplete.
+
+## Layout and provenance
+
+- `outputs/<configuration>/<sc|gt>/predictions/<record_id>/rollout.mp4`: registered rollout, with `metadata.json` containing seed, graph and logical/physical frame mapping.
+- `attention/` and pilot directories: saved observations. `attention_validation/` and comparison files contain observer off/on evidence.
+- `raw*`, `*previous*`, `*before*` and failed-attempt directories: preserved auxiliary/historical evidence, not additional accepted benchmark samples.
+- `manifests/`: record selection and fixed attention pilot membership.
+- `artifact_inventory.csv` and `.jsonl`: exhaustive uploaded artifact paths, byte sizes and categories.
+- `artifact_summary.json`: machine-readable counts and completion status.
+
+Original absolute server paths in metadata are retained as provenance. Use the inventory paths for this repository. Source weights and the original testset media are not part of this snapshot.
+SANA first-chunk query timesteps were reconstructed from its frozen four-step schedule and saved call order; original reference-timestep scalars and original JSON archives are retained. Attention probabilities were not altered.
+SANA attention scope is native softmax blocks only; GDN recurrent-state blocks do not expose a normalized softmax attention map.

inference/2026-09-23/artifact_summary.json

@@ -0,0 +1,225 @@
+{
+  "created_utc": "2026-09-23T13:04:42.697521+00:00",
+  "repository": "WhynotGPT/ICLR2027WorldModel",
+  "source_scope": "Local evaluation_repo/outputs snapshot",
+  "files": 10793,
+  "total_bytes": 51185750418,
+  "categories": {
+    "metadata_or_configuration": 6257,
+    "validated_main_rollout": 2000,
+    "attention_or_validation": 328,
+    "auxiliary_or_historical_video": 2190,
+    "manifest": 18
+  },
+  "models": {
+    "hy_worldplay_midpoint_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 1
+      },
+      "bytes": {
+        "metadata_or_configuration": 6706
+      },
+      "validated_main": {}
+    },
+    "infinite_world_native_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 10
+      },
+      "bytes": {
+        "metadata_or_configuration": 6269
+      },
+      "validated_main": {}
+    },
+    "lingbot_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 429,
+        "validated_main_rollout": 400
+      },
+      "bytes": {
+        "metadata_or_configuration": 3406743,
+        "validated_main_rollout": 8597648073
+      },
+      "validated_main": {
+        "sc": 200,
+        "gt": 200
+      }
+    },
+    "lingbot_r50_pilot_v1": {
+      "counts": {
+        "metadata_or_configuration": 96,
+        "attention_or_validation": 87,
+        "auxiliary_or_historical_video": 69
+      },
+      "bytes": {
+        "metadata_or_configuration": 1408696,
+        "attention_or_validation": 31008818,
+        "auxiliary_or_historical_video": 1487800630
+      },
+      "validated_main": {}
+    },
+    "lingbot_resident_validation_v1": {
+      "counts": {
+        "metadata_or_configuration": 7,
+        "auxiliary_or_historical_video": 1
+      },
+      "bytes": {
+        "metadata_or_configuration": 17785,
+        "auxiliary_or_historical_video": 25468935
+      },
+      "validated_main": {}
+    },
+    "magicworld_base_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 35,
+        "auxiliary_or_historical_video": 76
+      },
+      "bytes": {
+        "metadata_or_configuration": 166366,
+        "auxiliary_or_historical_video": 17455001
+      },
+      "validated_main": {}
+    },
+    "magicworld_base_r50_pilot_v1": {
+      "counts": {
+        "metadata_or_configuration": 1,
+        "attention_or_validation": 15,
+        "auxiliary_or_historical_video": 13
+      },
+      "bytes": {
+        "metadata_or_configuration": 477,
+        "attention_or_validation": 1243273,
+        "auxiliary_or_historical_video": 3017085
+      },
+      "validated_main": {}
+    },
+    "magicworld_fast_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 1309,
+        "attention_or_validation": 24,
+        "validated_main_rollout": 400,
+        "auxiliary_or_historical_video": 408
+      },
+      "bytes": {
+        "metadata_or_configuration": 3926468,
+        "attention_or_validation": 20710003,
+        "validated_main_rollout": 4260067535,
+        "auxiliary_or_historical_video": 4338339098
+      },
+      "validated_main": {
+        "sc": 200,
+        "gt": 200
+      }
+    },
+    "matrixgame2_native_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 25,
+        "auxiliary_or_historical_video": 4
+      },
+      "bytes": {
+        "metadata_or_configuration": 38136,
+        "auxiliary_or_historical_video": 19683461
+      },
+      "validated_main": {}
+    },
+    "miniworld_05b_r50_360p_v2": {
+      "counts": {
+        "metadata_or_configuration": 1298,
+        "attention_or_validation": 46,
+        "auxiliary_or_historical_video": 408,
+        "validated_main_rollout": 400
+      },
+      "bytes": {
+        "metadata_or_configuration": 6030690,
+        "attention_or_validation": 770529618,
+        "auxiliary_or_historical_video": 5147744837,
+        "validated_main_rollout": 5083545623
+      },
+      "validated_main": {
+        "sc": 200,
+        "gt": 200
+      }
+    },
+    "miniworld_05b_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 250,
+        "auxiliary_or_historical_video": 107
+      },
+      "bytes": {
+        "metadata_or_configuration": 1696267,
+        "auxiliary_or_historical_video": 655068802
+      },
+      "validated_main": {}
+    },
+    "miniworld_1b_r50_360p_v2": {
+      "counts": {
+        "metadata_or_configuration": 1320,
+        "attention_or_validation": 108,
+        "auxiliary_or_historical_video": 433,
+        "validated_main_rollout": 400
+      },
+      "bytes": {
+        "metadata_or_configuration": 6228571,
+        "attention_or_validation": 1073302597,
+        "auxiliary_or_historical_video": 6449949713,
+        "validated_main_rollout": 5993565050
+      },
+      "validated_main": {
+        "sc": 200,
+        "gt": 200
+      }
+    },
+    "miniworld_1b_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 444,
+        "auxiliary_or_historical_video": 107
+      },
+      "bytes": {
+        "metadata_or_configuration": 2200206,
+        "auxiliary_or_historical_video": 549404261
+      },
+      "validated_main": {}
+    },
+    "minwm_352p_strict_v3": {
+      "counts": {
+        "metadata_or_configuration": 6,
+        "auxiliary_or_historical_video": 4
+      },
+      "bytes": {
+        "metadata_or_configuration": 78626,
+        "auxiliary_or_historical_video": 5916191
+      },
+      "validated_main": {}
+    },
+    "minwm_strict_raw360_v2": {
+      "counts": {
+        "metadata_or_configuration": 156,
+        "auxiliary_or_historical_video": 152
+      },
+      "bytes": {
+        "metadata_or_configuration": 3100291,
+        "auxiliary_or_historical_video": 569165964
+      },
+      "validated_main": {}
+    },
+    "sana_r50_local_v1": {
+      "counts": {
+        "metadata_or_configuration": 870,
+        "attention_or_validation": 48,
+        "validated_main_rollout": 400,
+        "auxiliary_or_historical_video": 408
+      },
+      "bytes": {
+        "metadata_or_configuration": 9064998,
+        "attention_or_validation": 343624052,
+        "validated_main_rollout": 4716394415,
+        "auxiliary_or_historical_video": 984760626
+      },
+      "validated_main": {
+        "sc": 200,
+        "gt": 200
+      }
+    }
+  },
+  "scientific_metrics_complete": false,
+  "counting_note": "Video file counts include raw/registered copies, off/on replay, chunks and historical variants; they are not counts of unique benchmark records."
+}