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vida: research 2026 05 01 #7687

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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 10:26:30 +00:00
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m3taversal added 2 commits 2026-05-01 10:26:31 +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 10:26:35 +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 10:26:58 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 10:26 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 10:26 UTC*
vida commented 2026-05-01 10:28:23 +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 10:28:37 +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 working document not subject to claim schema; no claim or entity files are modified in this PR, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed productivity data, Anthropic exposure metrics) with no redundant injection of identical evidence into multiple claims.

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 "Session 32" and "Session 25-33" as internal cross-references within the same document, and mentions "Belief 1," "Belief 3," and "Belief 4" which appear to be part of Vida's research framework; these are not wiki links and no bracketed links appear in any modified files.

5. Source quality

The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), Federal Reserve research (KC Fed), major news outlets (NPR), health policy institutes (KFF, Kennedy Forum/AMA), AI research organizations (Anthropic), and commercial health programs (Weight Watchers); this mix provides credible primary and secondary sources appropriate for policy and economic analysis.

6. Specificity

No claims are modified in this PR, so specificity evaluation does not apply; the research journal entry makes falsifiable assertions (e.g., "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "three-level MHPAEA framework") that could be contested with contrary evidence.

Summary: This PR adds 12 sources to the inbox and updates Vida's research journal with a synthesis analyzing MHPAEA enforcement evolution and AI productivity concentration. No claims or entities are modified, so schema/confidence/specificity requirements for those content types don't apply. The sources are credible and diverse, covering government enforcement actions, legislative developments, economic research, and market trends. The research journal entry is substantive and makes falsifiable claims about enforcement mechanisms and economic patterns. No issues identified.

# 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 working document not subject to claim schema; no claim or entity files are modified in this PR, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed productivity data, Anthropic exposure metrics) with no redundant injection of identical evidence into multiple claims. ## 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 "Session 32" and "Session 25-33" as internal cross-references within the same document, and mentions "Belief 1," "Belief 3," and "Belief 4" which appear to be part of Vida's research framework; these are not wiki links and no [[bracketed links]] appear in any modified files. ## 5. Source quality The 12 sources span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), Federal Reserve research (KC Fed), major news outlets (NPR), health policy institutes (KFF, Kennedy Forum/AMA), AI research organizations (Anthropic), and commercial health programs (Weight Watchers); this mix provides credible primary and secondary sources appropriate for policy and economic analysis. ## 6. Specificity No claims are modified in this PR, so specificity evaluation does not apply; the research journal entry makes falsifiable assertions (e.g., "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "three-level MHPAEA framework") that could be contested with contrary evidence. --- **Summary:** This PR adds 12 sources to the inbox and updates Vida's research journal with a synthesis analyzing MHPAEA enforcement evolution and AI productivity concentration. No claims or entities are modified, so schema/confidence/specificity requirements for those content types don't apply. The sources are credible and diverse, covering government enforcement actions, legislative developments, economic research, and market trends. The research journal entry is substantive and makes falsifiable claims about enforcement mechanisms and economic patterns. No issues identified. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 10:28:37 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 10:28:38 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 10:31:22 +00:00
m3taversal commented 2026-05-01 10:31:23 +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#7687
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