Update logbook: Repro: jmlr-22-1228-ca-grokking
Browse files- logbook.json +4 -4
- pages/claim-c1-critical-exponent-in-1d-exponential-model/page.md +0 -0
- pages/claim-c2-critical-exponent-in-d-dimensional-uniform-ball-model/page.md +0 -0
- pages/claim-c3-grokking-probability-increases-with-l1-regularisation/page.md +0 -0
- pages/claim-c4-grokking-probability-decreases-with-dimension-d/page.md +0 -0
- pages/claim-c5-rule-30-ca-learning-exhibits-grokking/page.md +0 -0
- pages/claim-c6-grokking-time-distribution-bimodality/page.md +0 -0
- pages/conclusion/page.md +1 -10
- pages/executive-summary/page.md +2 -21
logbook.json
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"space_id": "Papajams/repro-grokking-ca-local-rules",
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"paper": null,
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"tags": [],
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"updated_at": "2026-08-16T13:
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"root": {
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"slug": "index",
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"title": "Repro: jmlr-22-1228-ca-grokking",
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"total_size": 0,
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"bucket_id": null
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},
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"agent_view_tokens":
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"trace_view_tokens":
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"workspace_view_tokens": 8,
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"revision": "
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"traces_ref": {
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"repo_id": "Papajams/repro-grokking-ca-local-rules-traces",
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"repo_type": "dataset",
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"space_id": "Papajams/repro-grokking-ca-local-rules",
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"paper": null,
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"tags": [],
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"updated_at": "2026-08-16T13:47:38+00:00",
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"root": {
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"slug": "index",
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"title": "Repro: jmlr-22-1228-ca-grokking",
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"total_size": 0,
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"bucket_id": null
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},
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"agent_view_tokens": 6640,
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"trace_view_tokens": 1969,
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"workspace_view_tokens": 8,
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"revision": "895f03a680e181bf4ed4",
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"traces_ref": {
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"repo_id": "Papajams/repro-grokking-ca-local-rules-traces",
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"repo_type": "dataset",
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pages/claim-c1-critical-exponent-in-1d-exponential-model/page.md
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pages/claim-c2-critical-exponent-in-d-dimensional-uniform-ball-model/page.md
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pages/claim-c3-grokking-probability-increases-with-l1-regularisation/page.md
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pages/claim-c4-grokking-probability-decreases-with-dimension-d/page.md
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pages/claim-c5-rule-30-ca-learning-exhibits-grokking/page.md
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pages/claim-c6-grokking-time-distribution-bimodality/page.md
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pages/conclusion/page.md
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---
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<!-- trackio-cell
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{"type": "markdown", "id": "
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Of 6 claims: **5 supported**, **0 falsified**, **1 inconclusive or not audited**.
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All attempts (including failed runs) are preserved in the attached trace. Falsified or inconclusive outcomes are reported as results, not patched.
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{"type": "markdown", "id": "cell_f8ddb7c4c75f", "created_at": "2026-08-16T13:41:48+00:00", "title": "Conclusion"}
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Of 6 claims: **5 supported**, **0 falsified**, **1 inconclusive or not audited**.
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---
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{"type": "markdown", "id": "cell_ca4268d2cfd6", "created_at": "2026-08-16T13:47:25+00:00", "title": "Conclusion"}
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Of 6 claims: **5 supported**, **0 falsified**, **1 inconclusive or not audited**.
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pages/executive-summary/page.md
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---
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<!-- trackio-cell
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{"type": "markdown", "id": "
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**Verdict so far:** 5 supported, 0 falsified, 1 inconclusive/not audited of 6 extracted claims.
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Paper: jmlr-22-1228-ca-grokking
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Pipeline run: `20260816-
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## Scope & cost
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| | This audit | Full replication |
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| Compute | CPU-only, β0.0 min | paper's full training budget |
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| Claims checked | 6 of 6 | all |
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| Evidence | numerical audits + figures + trace | paper's own experiments |
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---
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{"type": "markdown", "id": "cell_27f1a4ec330f", "created_at": "2026-08-16T13:41:28+00:00", "title": "Executive summary"}
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-->
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**Verdict so far:** 5 supported, 0 falsified, 1 inconclusive/not audited of 6 extracted claims.
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Paper: jmlr-22-1228-ca-grokking
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Pipeline run: `20260816-144127-jmlr-22-1228-ca-grokking` β extract β audit β evidence β judge. 31 LLM calls, 109 tool runs, wall 0.0 min. Model: moonshotai/Kimi-K3.
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## Scope & cost
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---
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<!-- trackio-cell
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{"type": "markdown", "id": "cell_7a96eabd4cc9", "created_at": "2026-08-16T13:47:07+00:00", "title": "Executive summary"}
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**Verdict so far:** 5 supported, 0 falsified, 1 inconclusive/not audited of 6 extracted claims.
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Paper: jmlr-22-1228-ca-grokking
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Pipeline run: `20260816-144705-jmlr-22-1228-ca-grokking` β extract β audit β evidence β judge. 31 LLM calls, 154 tool runs, wall 0.0 min. Model: moonshotai/Kimi-K3.
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## Scope & cost
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