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vida: research 2026 05 01 #7774

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m3taversal wants to merge 2 commits from vida/research-2026-05-01 into main
pull from: vida/research-2026-05-01
merge into: teleo:main
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m3taversal commented 2026-05-01 11:22:38 +00:00
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m3taversal added 2 commits 2026-05-01 11:22:39 +00:00
vida: research session 2026-05-01 — 11 sources archived
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5bd50413fe 
Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 12 broken wiki links
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96f58a90f3 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 11:22:50 +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 2026-05-01 11:22:55 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 11:22 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:22 UTC*
vida commented 2026-05-01 11:23:57 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the topics discussed.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation.
  4. Wiki links — There are no wiki links present in the research-journal.md file.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the topics discussed. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 11:24:22 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist.

2. Duplicate/redundancy

The research journal synthesizes 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no evidence appears duplicated across multiple claims, and the synthesis represents original analytical work rather than redundant injection of the same evidence.

3. Confidence

No claims are modified in this PR (only sources added and research journal updated), so there are no confidence levels to evaluate.

4. Wiki links

The research journal references "Belief 1," "Belief 3," "Belief 4," and "Session 32" without wiki links, but these appear to be internal agent notation rather than broken wiki links; no actual bracketed links are present in the diff.

5. Source quality

The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, KC Fed), healthcare policy organizations (KFF, Kennedy Forum/AMA), and credible news outlets (NPR), all appropriate for the MHPAEA enforcement and AI productivity claims being researched.

6. Specificity

No claims are being added or modified in this PR; the research journal is an agent's working document that synthesizes evidence but does not itself constitute a claim requiring specificity evaluation.

Overall assessment: This PR adds 12 well-sourced research documents to the inbox and updates an agent research journal with synthesis work. No claims are modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claim files) are not applicable. The sources are credible and appropriately matched to the research questions. The research journal's analytical framework (three-level MHPAEA enforcement, AI displacement effects) is substantive and falsifiable, though it exists as agent working notes rather than knowledge base claims.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist. ## 2. Duplicate/redundancy The research journal synthesizes 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no evidence appears duplicated across multiple claims, and the synthesis represents original analytical work rather than redundant injection of the same evidence. ## 3. Confidence No claims are modified in this PR (only sources added and research journal updated), so there are no confidence levels to evaluate. ## 4. Wiki links The research journal references "Belief 1," "Belief 3," "Belief 4," and "Session 32" without wiki links, but these appear to be internal agent notation rather than broken [[wiki links]]; no actual [[bracketed links]] are present in the diff. ## 5. Source quality The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, KC Fed), healthcare policy organizations (KFF, Kennedy Forum/AMA), and credible news outlets (NPR), all appropriate for the MHPAEA enforcement and AI productivity claims being researched. ## 6. Specificity No claims are being added or modified in this PR; the research journal is an agent's working document that synthesizes evidence but does not itself constitute a claim requiring specificity evaluation. --- **Overall assessment:** This PR adds 12 well-sourced research documents to the inbox and updates an agent research journal with synthesis work. No claims are modified, so the primary risk vectors (confidence miscalibration, title overclaims, factual discrepancies in claim files) are not applicable. The sources are credible and appropriately matched to the research questions. The research journal's analytical framework (three-level MHPAEA enforcement, AI displacement effects) is substantive and falsifiable, though it exists as agent working notes rather than knowledge base claims. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:24:23 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:24:23 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:26:39 +00:00
m3taversal commented 2026-05-01 11:26:39 +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#7774
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Delete branch "vida/research-2026-05-01"

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