Update logbook: Repro - Optimal Unconstrained Self-Distillation in Ridge Regression

logbook.json

@@ -10,7 +10,7 @@
     "icml2026-repro",
     "paper-MdHcU4C4Rm"
   ],
-  "updated_at": "2026-07-16T18:04:57+00:00",
+  "updated_at": "2026-07-16T18:08:06+00:00",
   "root": {
     "slug": "index",
     "title": "Repro - Optimal Unconstrained Self-Distillation in Ridge Regression",
@@ -66,6 +66,6 @@
       }
     ]
   },
-  "agent_view_tokens": 7583,
-  "revision": "1784225097971672939"
+  "agent_view_tokens": 7954,
+  "revision": "1784225286661637465"
 }

pages/claim-1-exact-improvement-and-sign/page.md

@@ -162,11 +162,9 @@ OK
 
 ---
 <!-- trackio-cell
-{"type": "dashboard", "id": "cell_1e089c5465ca", "created_at": "2026-07-16T16:25:23+00:00", "title": "Dashboard: icml22249-smoke-structural", "dashboard_project": "icml22249-smoke-structural"}
+{"type": "markdown", "id": "cell_1e089c5465ca", "created_at": "2026-07-16T16:25:23+00:00", "title": "Smoke-dashboard provenance — raw outputs preserved"}
 -->
-**🎯 Trackio dashboard** `icml22249-smoke-structural`
-
-trackio-local-dashboard://icml22249-smoke-structural
+The historical local smoke database was unavailable at publication, so no live smoke dashboard is claimed. The exact commands (including the initial failed invocation and corrected rerun) remain below; their raw outputs are in the [public release Bucket](https://huggingface.co/buckets/YMRohit/icml2026-22249-self-distillation-logbook-artifacts). The authoritative paper-scale record is the [completed main L4 Job](https://huggingface.co/jobs/YMRohit/6a5906e885d9643ce16d6849).
 
 
 ---

pages/claim-2-deterministic-asymptotics/page.md

@@ -10,11 +10,9 @@ Tests Theorem 3.1 and Figure 4 with an independent implementation of Equations 1
 
 ---
 <!-- trackio-cell
-{"type": "dashboard", "id": "cell_a41ba8575d5e", "created_at": "2026-07-16T16:25:42+00:00", "title": "Dashboard: icml22249-smoke-figure4", "dashboard_project": "icml22249-smoke-figure4"}
+{"type": "markdown", "id": "cell_a41ba8575d5e", "created_at": "2026-07-16T16:25:42+00:00", "title": "Smoke-dashboard provenance — raw outputs preserved"}
 -->
-**🎯 Trackio dashboard** `icml22249-smoke-figure4`
-
-trackio-local-dashboard://icml22249-smoke-figure4
+The historical local smoke database was unavailable at publication, so no live smoke dashboard is claimed. The exact smoke command and raw outputs remain below and in the [public release Bucket](https://huggingface.co/buckets/YMRohit/icml2026-22249-self-distillation-logbook-artifacts). The authoritative Figure 4-scale record is the [completed main L4 Job](https://huggingface.co/jobs/YMRohit/6a5906e885d9643ce16d6849); the separate size diagnostic is the [completed adjudication L4 Job](https://huggingface.co/jobs/YMRohit/6a590acb85d9643ce16d6881).
 
 
 ---

pages/claim-3-one-shot-tuning/page.md

@@ -10,11 +10,9 @@ Tests Equations 17–21 pointwise at fixed penalties over a p/n=1/2 size ladder.
 
 ---
 <!-- trackio-cell
-{"type": "dashboard", "id": "cell_8614693ec81c", "created_at": "2026-07-16T16:25:52+00:00", "title": "Dashboard: icml22249-smoke-size", "dashboard_project": "icml22249-smoke-size"}
+{"type": "markdown", "id": "cell_8614693ec81c", "created_at": "2026-07-16T16:25:52+00:00", "title": "Smoke-dashboard provenance — raw outputs preserved"}
 -->
-**🎯 Trackio dashboard** `icml22249-smoke-size`
-
-trackio-local-dashboard://icml22249-smoke-size
+The historical local smoke database was unavailable at publication, so no live smoke dashboard is claimed. The exact smoke command and raw outputs remain below and in the [public release Bucket](https://huggingface.co/buckets/YMRohit/icml2026-22249-self-distillation-logbook-artifacts). The authoritative 300-seed size/one-shot record is the [completed adjudication L4 Job](https://huggingface.co/jobs/YMRohit/6a590acb85d9643ce16d6881).
 
 
 ---