library.json: 21 lectures @ ae2f6862f0

library.json

@@ -1,10 +1,10 @@
 {
   "schema": 1,
   "title": "Papers, as Audio",
-  "generated": "2026-09-16T18:03:28Z",
+  "generated": "2026-09-16T18:26:18Z",
   "repo": "arjun10g/papers-audio",
-  "revision": "cb432a60a23af440adf46421f18a3bd2e3fcfb7b",
-  "base": "https://huggingface.co/datasets/arjun10g/papers-audio/resolve/cb432a60a23af440adf46421f18a3bd2e3fcfb7b/",
+  "revision": "ae2f6862f0be7de525d2387a32b8f18f2186f9e2",
+  "base": "https://huggingface.co/datasets/arjun10g/papers-audio/resolve/ae2f6862f0be7de525d2387a32b8f18f2186f9e2/",
   "lectures": [
     {
       "id": "splines",
@@ -265,6 +265,89 @@
       "bg": "https://images.unsplash.com/photo-1504639725590-34d0984388bd?w=1920&q=80",
       "published": "2026-08-25",
       "sha256": "d9be5224448dfdb67f253859ed56a8739b3ea07ca9645a12b86d9733eb152590"
+    },
+    {
+      "id": "expert-prefetch",
+      "n": 21,
+      "title": "What We Learned About Predictive MoE Prefetching",
+      "series": "Inference & Serving",
+      "audio": "audio/expert-prefetch.mp3",
+      "bytes": 41572653,
+      "duration": 3464.35,
+      "doc": "lectures/expert-prefetch.md",
+      "bg": "https://images.unsplash.com/photo-1451187580459-43490279c0fa?w=1920&q=80",
+      "published": "2026-09-16",
+      "sha256": "272379bd03221a168de5a374ccfb7ca2b3fecca7dcb28c9ecf1aa55a7581252e",
+      "chapters": [
+        {
+          "title": "The question",
+          "start": 71.55
+        },
+        {
+          "title": "A short chronology",
+          "start": 146.65
+        },
+        {
+          "title": "MoE routing and the prediction problem",
+          "start": 279.37
+        },
+        {
+          "title": "The timing pipeline",
+          "start": 427.33
+        },
+        {
+          "title": "Metrics and why they are separate",
+          "start": 501.95
+        },
+        {
+          "title": "Predictor families and equations",
+          "start": 622.7
+        },
+        {
+          "title": "Low-rank correction, step by step",
+          "start": 906.7
+        },
+        {
+          "title": "Model geometry and selected configurations",
+          "start": 1130.63
+        },
+        {
+          "title": "Offline results",
+          "start": 1340.03
+        },
+        {
+          "title": "Hardware and transfer measurements",
+          "start": 1715.27
+        },
+        {
+          "title": "Qwen3.5 end-to-end results",
+          "start": 2259.2
+        },
+        {
+          "title": "Engineering repairs and reproducibility",
+          "start": 2541.25
+        },
+        {
+          "title": "What the results mean",
+          "start": 2912.9
+        },
+        {
+          "title": "Unexecuted next experiments",
+          "start": 3048.95
+        },
+        {
+          "title": "Glossary",
+          "start": 3134.65
+        },
+        {
+          "title": "Source map",
+          "start": 3211.6
+        },
+        {
+          "title": "Self-check questions",
+          "start": 3327.65
+        }
+      ]
     }
   ]
 }