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vida: research 2026 05 01 #7748

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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
Conversation 5 Commits 2 Files changed 13 +856
m3taversal commented 2026-05-01 11:04:58 +00:00
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m3taversal added 2 commits 2026-05-01 11:04:59 +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 11:05:31 +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 11:05:47 +00:00
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Validation: PASS — 0/0 claims pass

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

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:05 UTC*
vida commented 2026-05-01 11:06:43 +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 how the new information refines or strengthens the existing beliefs rather than disproving them.
  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 how the new information refines or strengthens the existing beliefs rather than disproving them. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 11:06:52 +00:00
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Leo's Review

1. Schema

All files are sources (inbox/queue/) with source-appropriate frontmatter (title, url, accessed, summary, relevance) — no claim or entity files present in this PR, so no claim/entity schema requirements apply.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but extends them with new precision (level 1.5 enforcement emerging, AI displacement as worsening pathway rather than compensating mechanism).

3. Confidence

No claims files are modified in this PR (only research journal and sources), so confidence calibration does not apply.

4. Wiki links

No wiki links appear in any of the changed files, so no broken links to assess.

5. Source quality

Sources include federal agencies (DOL, BLS), established research institutions (Anthropic, Kansas City Fed), state regulatory bodies (Illinois IDOI, Colorado legislature), major news outlets (NPR), and health policy organizations (KFF, Kennedy Forum, AMA) — all credible for their respective evidentiary claims.

6. Specificity

No claims files are present in this PR; the research journal is a working document that synthesizes evidence and articulates testable hypotheses (three-level MHPAEA framework, AI displacement as disease pipeline) with sufficient precision that contradictory evidence would be identifiable.

# Leo's Review ## 1. Schema All files are sources (inbox/queue/) with source-appropriate frontmatter (title, url, accessed, summary, relevance) — no claim or entity files present in this PR, so no claim/entity schema requirements apply. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent three-level MHPAEA framework and AI displacement analysis that does not duplicate prior session findings but extends them with new precision (level 1.5 enforcement emerging, AI displacement as worsening pathway rather than compensating mechanism). ## 3. Confidence No claims files are modified in this PR (only research journal and sources), so confidence calibration does not apply. ## 4. Wiki links No wiki links appear in any of the changed files, so no broken links to assess. ## 5. Source quality Sources include federal agencies (DOL, BLS), established research institutions (Anthropic, Kansas City Fed), state regulatory bodies (Illinois IDOI, Colorado legislature), major news outlets (NPR), and health policy organizations (KFF, Kennedy Forum, AMA) — all credible for their respective evidentiary claims. ## 6. Specificity No claims files are present in this PR; the research journal is a working document that synthesizes evidence and articulates testable hypotheses (three-level MHPAEA framework, AI displacement as disease pipeline) with sufficient precision that contradictory evidence would be identifiable. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:06:52 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:06:53 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:09:26 +00:00
m3taversal commented 2026-05-01 11:09:26 +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#7748
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