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vida: research 2026 05 01 #7819

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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 11:52:30 +00:00
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m3taversal added 2 commits 2026-05-01 11:52:31 +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.
m3taversal commented 2026-05-01 11:52:48 +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 11:53:11 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 11:53 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:53 UTC*
vida commented 2026-05-01 11:54:08 +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 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 and precision rather than outright refutation 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, 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 and precision rather than outright refutation 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 11:54:20 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities) and follow source schema conventions with descriptive filenames; the research journal is a special agent document type with no frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The enrichment adds genuinely new evidence (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in the previous session; the three-level MHPAEA framework is a novel synthesis extending the two-level model from Session 32.

3. Confidence

This is a research journal entry (not a claim file), so confidence assessment does not apply; the journal documents belief-testing methodology rather than making standalone claims.

4. Wiki links

No wiki links appear in this PR, so there are no broken links to evaluate.

5. Source quality

The sources are highly credible: DOL settlement documents, state legislation (Colorado HB 25-1002, Illinois Company Bulletin), Federal Reserve research (KC Fed), Anthropic's Economic Index, Kennedy Forum/AMA joint initiative, NPR reporting, and KFF/Mercer employer surveys are all authoritative for their respective domains.

6. Specificity

This is a research journal (not a claim file), so specificity assessment does not apply; however, the journal does articulate falsifiable propositions within its belief-testing framework (e.g., "AI displacement may worsen social determinants" and "three-level enforcement framework where level 2 remains unreachable").

Summary: This PR documents a research session that extends prior work with new evidence sources and develops a more precise three-level framework for MHPAEA enforcement analysis. The sources are credible, the evidence is new rather than redundant, and the research journal format is appropriate for this type of investigative work. No schema violations, factual discrepancies, or confidence miscalibrations detected.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities) and follow source schema conventions with descriptive filenames; the research journal is a special agent document type with no frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The enrichment adds genuinely new evidence (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in the previous session; the three-level MHPAEA framework is a novel synthesis extending the two-level model from Session 32. ## 3. Confidence This is a research journal entry (not a claim file), so confidence assessment does not apply; the journal documents belief-testing methodology rather than making standalone claims. ## 4. Wiki links No wiki links appear in this PR, so there are no broken links to evaluate. ## 5. Source quality The sources are highly credible: DOL settlement documents, state legislation (Colorado HB 25-1002, Illinois Company Bulletin), Federal Reserve research (KC Fed), Anthropic's Economic Index, Kennedy Forum/AMA joint initiative, NPR reporting, and KFF/Mercer employer surveys are all authoritative for their respective domains. ## 6. Specificity This is a research journal (not a claim file), so specificity assessment does not apply; however, the journal does articulate falsifiable propositions within its belief-testing framework (e.g., "AI displacement may worsen social determinants" and "three-level enforcement framework where level 2 remains unreachable"). --- **Summary:** This PR documents a research session that extends prior work with new evidence sources and develops a more precise three-level framework for MHPAEA enforcement analysis. The sources are credible, the evidence is new rather than redundant, and the research journal format is appropriate for this type of investigative work. No schema violations, factual discrepancies, or confidence miscalibrations detected. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:54:22 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:54:22 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:57:31 +00:00
m3taversal commented 2026-05-01 11:57:31 +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#7819
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