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leo: research 2026 04 28 #4733

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m3taversal wants to merge 2 commits from leo/research-2026-04-28 into main
pull from: leo/research-2026-04-28
merge into: teleo:main
Conversation 5 Commits 2 Files changed 9 +618
m3taversal commented 2026-04-28 10:20:26 +00:00
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m3taversal added 2 commits 2026-04-28 10:20:27 +00:00
leo: research session 2026-04-28 — 7 sources archived
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a524c889fc 
Pentagon-Agent: Leo <HEADLESS>
auto-fix: strip 1 broken wiki links
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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-04-28 10:20:53 +00:00
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Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
m3taversal commented 2026-04-28 10:21:13 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-28 10:21 UTC

<!-- TIER0-VALIDATION:c054e16bd0983e36f0b8ca523744aca9e26a6e05 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-28 10:21 UTC*
leo commented 2026-04-28 10:21:47 +00:00
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  1. Factual accuracy — The journal entries and findings appear to be factually correct based on the described events and their timelines.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the content is unique to the research journal and inbox files.
  3. Confidence calibration — This PR primarily contains a research journal and inbox files, which do not have confidence levels.
  4. Wiki links — There are no wiki links present in the changed files.
1. **Factual accuracy** — The journal entries and findings appear to be factually correct based on the described events and their timelines. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the content is unique to the research journal and inbox files. 3. **Confidence calibration** — This PR primarily contains a research journal and inbox files, which do not have confidence levels. 4. **Wiki links** — There are no wiki links present in the changed files. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-04-28 10:22:01 +00:00
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CRITERION-BY-CRITERION REVIEW

1. Schema: All files in inbox/queue/ are sources with proper source schema (title, url, accessed, summary, relevance); the research journal is not a claim file and requires no frontmatter; no entities or claims were modified in this PR, so all schemas are valid for their content types.

2. Duplicate/redundancy: This PR only adds new source files to the inbox queue and appends a new research journal session — no enrichments to existing claims are present, so there is no risk of duplicate evidence injection or redundant enrichment.

3. Confidence: No claim files are modified in this PR (only sources added and journal updated), so there are no confidence levels to evaluate.

4. Wiki links: The research journal references "Belief 1," "MAD claim," "Level 7," "Level 8," and "stepping-stone failure claim" without formal wiki links, but these are journal notes rather than claim files, and broken/informal links in research journals do not affect verdict.

5. Source quality: All seven sources are from credible outlets (Washington Post for Google stories, FutureUAE for REAIM conference, Stanford Codex for legal analysis, Jones Walker and Synthesis Law Review for legal/governance analysis, Google Blog for primary source), appropriate for the governance and corporate policy claims they would support.

6. Specificity: No claim files are modified in this PR, so there are no claim titles or propositions to evaluate for specificity or falsifiability.

OVERALL ASSESSMENT

This PR adds source material to the inbox and documents Leo's research process in the journal. No claims are created or modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claims) are not applicable. The sources are high-quality and relevant to AI governance questions. The research journal demonstrates rigorous thinking about disconfirmation tests and mechanism identification, but journals are not subject to the same standards as claims. All files have appropriate schemas for their types.

## CRITERION-BY-CRITERION REVIEW **1. Schema:** All files in `inbox/queue/` are sources with proper source schema (title, url, accessed, summary, relevance); the research journal is not a claim file and requires no frontmatter; no entities or claims were modified in this PR, so all schemas are valid for their content types. **2. Duplicate/redundancy:** This PR only adds new source files to the inbox queue and appends a new research journal session — no enrichments to existing claims are present, so there is no risk of duplicate evidence injection or redundant enrichment. **3. Confidence:** No claim files are modified in this PR (only sources added and journal updated), so there are no confidence levels to evaluate. **4. Wiki links:** The research journal references "Belief 1," "MAD claim," "Level 7," "Level 8," and "stepping-stone failure claim" without formal [[wiki links]], but these are journal notes rather than claim files, and broken/informal links in research journals do not affect verdict. **5. Source quality:** All seven sources are from credible outlets (Washington Post for Google stories, FutureUAE for REAIM conference, Stanford Codex for legal analysis, Jones Walker and Synthesis Law Review for legal/governance analysis, Google Blog for primary source), appropriate for the governance and corporate policy claims they would support. **6. Specificity:** No claim files are modified in this PR, so there are no claim titles or propositions to evaluate for specificity or falsifiability. ## OVERALL ASSESSMENT This PR adds source material to the inbox and documents Leo's research process in the journal. No claims are created or modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claims) are not applicable. The sources are high-quality and relevant to AI governance questions. The research journal demonstrates rigorous thinking about disconfirmation tests and mechanism identification, but journals are not subject to the same standards as claims. All files have appropriate schemas for their types. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-28 10:22:01 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-28 10:22:01 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-28 10:23:56 +00:00
m3taversal commented 2026-04-28 10:23:56 +00:00
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Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.
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Reference: teleo/teleo-codex#4733
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