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Fix JiuwenSwarm GLM-5.3 evaluation and publish retest results - #295

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tzhouam merged 8 commits into
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fix/jiuwenswarm-ab-retest-20261003
Oct 3, 2026
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tzhouam merged 8 commits into
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fix/jiuwenswarm-ab-retest-20261003

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@tzhouam tzhouam commented Oct 3, 2026 •

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The JiuwenSwarm A/B evaluator rejected output allowed by its review prompt and ordinary directory arguments. Default MCP rendering also duplicated structured text, so the old native output cap was not certified. This change aligns the review contract, gates complete prompt reading, bounds serialized tool results in both characters and UTF-8 bytes, and verifies native delivery receipts and source-call budgets.

A fresh frozen campaign ran all 72 GLM-5.3 subscription reviews with concurrency 13, followed by 12 independent Codex blind-scoring calls. It reuses the original sources, document corpora, and finite truth baseline without resampling. Main-sample completion changes from 87.50% to 91.67% for author documents and from 62.50% to 79.17% for the knowledge base. Both groups finish 31/36 valid reviews overall; all 62 valid outputs are scored. Nine documentation-budget refusals and one malformed JSON remain failures.

The main paired precision is 65.56% versus 65.48%; paired native time is 505.64s versus 538.35s. This batch does not demonstrate a knowledge-base accuracy or speed gain. The Chinese retest report preserves these limits and links the unchanged content/coverage comparison. Full traces stay outside Git, with compact statistics and hashes committed.

Validation: 3137 tests passed and 17 skipped; focused protocol/preparation/report checks passed; independent native audit certifies all 72 traces with zero truncation or duplicate rendering and a maximum 51/60 source requests. All 12 scorers completed once, frozen runtime bytes remained unchanged, and develop was rechecked against the fixed source pin. Both final-head CI jobs passed.

@tzhouam tzhouam changed the title Fix JiuwenSwarm A/B review protocol and retest GLM-5.3 completion Fix JiuwenSwarm GLM-5.3 evaluation and publish retest results Oct 3, 2026
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tzhouam marked this pull request as ready for review October 3, 2026 06:32
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Codex Review Summary

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Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-10-03T06:38:21.055517Z 7d55be1 Draft marked ready
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💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 7d55be10b7

ℹ️ About Codex in GitHub

Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

Codex can also answer questions or update the PR. Try commenting "@codex address that feedback".

Comment on lines +391 to +393
record = load(value["study"] / f"private-codex/scores/pr-{sample['pr']}.json", {})
if record.get("status") != "complete" or record.get("truth_manifest_sha256") != binding(value["study"] / "private-codex/truth-manifest.json")["sha256"]:
raise ValueError("sample lacks bound completed blind score")

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P1 Badge Bind blind-score records before trusting their labels

If a private-codex/scores/pr-*.json classification is edited and results.json is regenerated to match, this verifier accepts the rewritten metrics because it checks neither the score record's schema, pr, and inputs_sha256 nor any immutable hash of the record; recomputing metrics from the same mutable data.reviews does not establish that those labels came from the archived blind-scoring call. Hash-bind each score record or reconstruct and validate its complete scoring-input identity before using its comments, otherwise the published accuracy results can be changed without performing another score call.

Useful? React with 👍 / 👎.

@tzhouam
tzhouam merged commit 30b1513 into main Oct 3, 2026
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