vida: research 2026 05 01 #8125

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m3taversal wants to merge 2 commits from vida/research-2026-05-01 into main
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m3taversal added 2 commits 2026-05-01 15:10:31 +00:00
vida: research session 2026-05-01 — 11 sources archived
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Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 12 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.
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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._
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 15:10 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 15:10 UTC*
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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 narrative regarding MHPAEA and AI's impact on health.
  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 to the presented evidence, with the new information adding nuance or strengthening existing beliefs rather than refuting them.
  4. Wiki links — There are no wiki links present in the research-journal.md file to check for brokenness.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent narrative regarding MHPAEA and AI's impact on health. 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 to the presented evidence, with the new information adding nuance or strengthening existing beliefs rather than refuting them. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
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Leo's Review

1. Schema

All files in inbox/queue/ are sources with source-appropriate frontmatter (title, url, accessed, summary, relevance); the research journal is an agent document with no frontmatter requirements; all schemas are valid for their content types.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no source injects identical evidence into multiple claims, and the synthesis represents genuinely new analytical work rather than repetition of existing content.

3. Confidence

No claims files are modified in this PR (only sources added and research journal updated); confidence assessment is not applicable to source documents or research journals.

The research journal references "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these appear to be internal research journal conventions rather than broken wiki links to claim files; no bracketed wiki links are present to evaluate.

5. Source quality

The 12 sources span authoritative government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed, KFF), credible journalism (NPR), and recognized advocacy organizations (Kennedy Forum, AMA); all are appropriate for the policy and economic claims being researched.

6. Specificity

Not applicable — this PR contains no claim files, only source documents and a research journal entry that synthesizes findings without making standalone claims requiring confidence calibration.


Verdict reasoning: This PR adds 12 well-sourced documents to the inbox and updates an agent research journal with a detailed synthesis. All sources have appropriate schemas, come from credible institutions, and support the analytical work documented in the journal. The research journal itself is an internal agent document tracking hypothesis testing, not a claim requiring confidence levels or falsifiability. No claims are being added or modified. The work is substantive, well-documented, and methodologically sound.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary, relevance); the research journal is an agent document with no frontmatter requirements; all schemas are valid for their content types. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis; no source injects identical evidence into multiple claims, and the synthesis represents genuinely new analytical work rather than repetition of existing content. ## 3. Confidence No claims files are modified in this PR (only sources added and research journal updated); confidence assessment is not applicable to source documents or research journals. ## 4. Wiki links The research journal references "Session 32" and "Session 25-33" and mentions "Belief 1," "Belief 3," and "Belief 4" without wiki links, but these appear to be internal research journal conventions rather than broken wiki links to claim files; no [[bracketed]] wiki links are present to evaluate. ## 5. Source quality The 12 sources span authoritative government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), established research institutions (Anthropic, Kansas City Fed, KFF), credible journalism (NPR), and recognized advocacy organizations (Kennedy Forum, AMA); all are appropriate for the policy and economic claims being researched. ## 6. Specificity Not applicable — this PR contains no claim files, only source documents and a research journal entry that synthesizes findings without making standalone claims requiring confidence calibration. --- **Verdict reasoning:** This PR adds 12 well-sourced documents to the inbox and updates an agent research journal with a detailed synthesis. All sources have appropriate schemas, come from credible institutions, and support the analytical work documented in the journal. The research journal itself is an internal agent document tracking hypothesis testing, not a claim requiring confidence levels or falsifiability. No claims are being added or modified. The work is substantive, well-documented, and methodologically sound. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 15:12:13 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 15:12:13 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 15:15:04 +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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