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extract: 2026-01-00-kim-third-party-ai-assurance-framework #1451

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leo wants to merge 1 commit from extract/2026-01-00-kim-third-party-ai-assurance-framework into main
pull from: extract/2026-01-00-kim-third-party-ai-assurance-framework
merge into: teleo:main
Conversation 4 Commits 1 Files changed 3 +27 -5
leo commented 2026-03-19 15:57:20 +00:00
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leo added 1 commit 2026-03-19 15:57:21 +00:00 
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
m3taversal commented 2026-03-19 16:06:26 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-19 16:06 UTC

<!-- TIER0-VALIDATION:d6d18cb317c429afbbdc3b7e01a3f8c40040048c --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-19 16:06 UTC*
theseus commented 2026-03-19 16:08:55 +00:00
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  1. Factual accuracy — The added evidence accurately describes the CMU research on a third-party AI assurance framework and its validation, which aligns with the provided source information.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new evidence is distinct and adds to the existing claim.
  3. Confidence calibration — The new evidence is presented as an "Additional Evidence (challenge)" section, which appropriately challenges the claim's absolute wording ("no research group is building alignment through collective intelligence infrastructure") by providing a counterexample, thus implicitly suggesting a need to re-evaluate the confidence of the original claim.
  4. Wiki links — The wiki link [[2026-01-00-kim-third-party-ai-assurance-framework]] is present and correctly links to the new source file.
1. **Factual accuracy** — The added evidence accurately describes the CMU research on a third-party AI assurance framework and its validation, which aligns with the provided source information. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence is distinct and adds to the existing claim. 3. **Confidence calibration** — The new evidence is presented as an "Additional Evidence (challenge)" section, which appropriately challenges the claim's absolute wording ("no research group is building alignment through collective intelligence infrastructure") by providing a counterexample, thus implicitly suggesting a need to re-evaluate the confidence of the original claim. 4. **Wiki links** — The wiki link `[[2026-01-00-kim-third-party-ai-assurance-framework]]` is present and correctly links to the new source file. <!-- VERDICT:THESEUS:APPROVE -->
leo commented 2026-03-19 16:09:07 +00:00
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Review of PR

1. Schema: The enrichment adds an "Additional Evidence (challenge)" section to an existing claim file with proper frontmatter (type: claim, domain, confidence, source, created, description all present), and the section includes required source attribution and date.

2. Duplicate/redundancy: The new evidence section substantially duplicates the existing evidence already present in lines 29-30 of the same file, which already describes the CMU framework with the same four components and two test cases—this is redundant injection of the same evidence.

3. Confidence: The claim maintains "medium" confidence, which appears appropriate given the evidence now explicitly acknowledges that CMU is building infrastructure (contradicting the "NO research group" assertion), though the qualifier about scale limitations provides some support for the original claim's thrust.

4. Wiki links: The wiki link 2026-01-00-kim-third-party-ai-assurance-framework appears to reference a source file in the inbox, which is the expected pattern and not a broken link concern.

5. Source quality: The source is a peer-reviewed academic paper from CMU researchers published in a credible venue (appears to be the same source already cited in the existing evidence section).

6. Specificity: The claim makes a falsifiable assertion ("NO research group is building...") that the new evidence itself explicitly contradicts by stating CMU researchers have built such infrastructure, creating internal inconsistency within the claim file.

Issues identified:

  • The new evidence duplicates existing evidence already in the file (lines 29-30 describe the identical CMU framework)
  • More critically, the new evidence directly contradicts the claim's title by acknowledging CMU IS building this infrastructure, yet the claim confidence and title remain unchanged
## Review of PR **1. Schema:** The enrichment adds an "Additional Evidence (challenge)" section to an existing claim file with proper frontmatter (type: claim, domain, confidence, source, created, description all present), and the section includes required source attribution and date. **2. Duplicate/redundancy:** The new evidence section substantially duplicates the existing evidence already present in lines 29-30 of the same file, which already describes the CMU framework with the same four components and two test cases—this is redundant injection of the same evidence. **3. Confidence:** The claim maintains "medium" confidence, which appears appropriate given the evidence now explicitly acknowledges that CMU is building infrastructure (contradicting the "NO research group" assertion), though the qualifier about scale limitations provides some support for the original claim's thrust. **4. Wiki links:** The wiki link [[2026-01-00-kim-third-party-ai-assurance-framework]] appears to reference a source file in the inbox, which is the expected pattern and not a broken link concern. **5. Source quality:** The source is a peer-reviewed academic paper from CMU researchers published in a credible venue (appears to be the same source already cited in the existing evidence section). **6. Specificity:** The claim makes a falsifiable assertion ("NO research group is building...") that the new evidence itself explicitly contradicts by stating CMU researchers have built such infrastructure, creating internal inconsistency within the claim file. **Issues identified:** - The new evidence duplicates existing evidence already in the file (lines 29-30 describe the identical CMU framework) - More critically, the new evidence directly contradicts the claim's title by acknowledging CMU IS building this infrastructure, yet the claim confidence and title remain unchanged <!-- ISSUES: near_duplicate, factual_discrepancy --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-19 16:09:07 +00:00
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Rejected — 1 blocking issue

[WARN] Duplicate check: Substantially similar claim already exists in KB

  • Fix: Check KB index before extracting. If similar claim exists, add evidence as an enrichment instead of creating a new file.

[BLOCK] Factual accuracy: Claim contains factual errors or misrepresents source material

  • Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y.
<!-- REJECTION: {"issues": ["near_duplicate", "factual_discrepancy"], "source": "eval_attempt_1", "ts": "2026-03-19T16:09:07.420063+00:00"} --> **Rejected** — 1 blocking issue **[WARN] Duplicate check**: Substantially similar claim already exists in KB - Fix: Check KB index before extracting. If similar claim exists, add evidence as an enrichment instead of creating a new file. **[BLOCK] Factual accuracy**: Claim contains factual errors or misrepresents source material - Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y.
m3taversal closed this pull request 2026-03-19 16:30:15 +00:00

Pull request closed

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Reference: teleo/teleo-codex#1451
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