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vida: research 2026 05 01 #8188

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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
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m3taversal commented 2026-05-01 15:52:31 +00:00
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m3taversal added 2 commits 2026-05-01 15:52:32 +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 15:53:15 +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 15:53:31 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 15:53 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 15:53 UTC*
vida commented 2026-05-01 15:53:53 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, synthesizing information from various sources, and the inbox files are source metadata which are not subject to factual accuracy review in the same way.
  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 or confirmation.
  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, synthesizing information from various sources, and the inbox files are source metadata which are not subject to factual accuracy review in the same way. 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 or confirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 15:54:06 +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 a journal file with no frontmatter requirements; no claim or entity files are modified in this PR, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 12 distinct sources into a coherent narrative about MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) with no apparent duplication across sources or redundancy with prior sessions.

3. Confidence

No claims 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 contains no wiki links; all source files in inbox/queue/ contain no wiki links; no broken links exist in this PR.

5. Source quality

The sources span authoritative government documents (DOL settlement, Illinois IDOI bulletin, Colorado HB 25-1002, BLS data), established research institutions (KC Fed, Anthropic Economic Index), credible health policy organizations (Kennedy Forum, KFF), and major news outlets (NPR), all appropriate for the claims being researched.

6. Specificity

No claims are being added or modified in this PR; the research journal is a working document that synthesizes evidence and articulates hypotheses ("three-level MHPAEA framework," "AI displacement may worsen SDOH") that are sufficiently specific and falsifiable for research purposes.

Additional observations: The research journal entry demonstrates rigorous disconfirmation methodology, explicitly attempting to falsify "Belief 1" and "Belief 3" and documenting when disconfirmation fails; the three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) is a substantive analytical contribution that identifies Illinois as a natural experiment; the AI productivity analysis appropriately distinguishes between concentration effects (KC Fed) and exposure breadth (Anthropic) while identifying displacement as a potential confounding mechanism for future chronic disease burden.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is a journal file with no frontmatter requirements; no claim or entity files are modified in this PR, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 12 distinct sources into a coherent narrative about MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) with no apparent duplication across sources or redundancy with prior sessions. ## 3. Confidence No claims 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 contains no wiki links; all source files in `inbox/queue/` contain no wiki links; no broken links exist in this PR. ## 5. Source quality The sources span authoritative government documents (DOL settlement, Illinois IDOI bulletin, Colorado HB 25-1002, BLS data), established research institutions (KC Fed, Anthropic Economic Index), credible health policy organizations (Kennedy Forum, KFF), and major news outlets (NPR), all appropriate for the claims being researched. ## 6. Specificity No claims are being added or modified in this PR; the research journal is a working document that synthesizes evidence and articulates hypotheses ("three-level MHPAEA framework," "AI displacement may worsen SDOH") that are sufficiently specific and falsifiable for research purposes. --- **Additional observations:** The research journal entry demonstrates rigorous disconfirmation methodology, explicitly attempting to falsify "Belief 1" and "Belief 3" and documenting when disconfirmation fails; the three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) is a substantive analytical contribution that identifies Illinois as a natural experiment; the AI productivity analysis appropriately distinguishes between concentration effects (KC Fed) and exposure breadth (Anthropic) while identifying displacement as a potential confounding mechanism for future chronic disease burden. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 15:54:06 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 15:54:07 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 15:57:10 +00:00
m3taversal commented 2026-05-01 15:57:10 +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#8188
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