vida: research 2026 05 01 #7756

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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 11:10:41 +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 11:11 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 11:11 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 healthspan.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used uniquely to support specific points within the research journal.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the journal entry providing detailed reasoning for why the confidence remains unchanged or is strengthened based on the new findings.
  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 healthspan. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used uniquely to support specific points within the research journal. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the journal entry providing detailed reasoning for why the confidence remains unchanged or is strengthened based on the new findings. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
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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 enforcement, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in Session 32; the three-level MHPAEA framework is a novel synthesis extending the previous two-level model rather than duplicating it.

3. Confidence

This is a research journal entry (not a claim file), so confidence assessment does not apply to this content type.

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

5. Source quality

The sources cited (DOL settlements, state legislation, KC Fed research, Anthropic Economic Index, KFF/Mercer surveys, NPR reporting, BLS data, Kennedy Forum/AMA index) are authoritative primary and credible secondary sources appropriate for policy and economic analysis.

6. Specificity

This is a research journal (not a claim), but the analytical assertions are falsifiable: the three-level enforcement framework can be tested against actual regulatory mechanisms, the AI displacement thesis can be measured against employment data, and the Illinois natural experiment has observable outcome criteria.


VERDICT: All criteria pass. The research journal enrichment adds substantive new evidence with proper sourcing, extends previous analysis with a novel three-level framework, and maintains analytical rigor. The sources are inbox/queue files (correct location for raw sources), and the journal entry itself follows the established format for agent research documentation.

# 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 enforcement, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in Session 32; the three-level MHPAEA framework is a novel synthesis extending the previous two-level model rather than duplicating it. ## 3. Confidence This is a research journal entry (not a claim file), so confidence assessment does not apply to this content type. ## 4. Wiki links No wiki links appear in this diff, so there are no broken links to evaluate. ## 5. Source quality The sources cited (DOL settlements, state legislation, KC Fed research, Anthropic Economic Index, KFF/Mercer surveys, NPR reporting, BLS data, Kennedy Forum/AMA index) are authoritative primary and credible secondary sources appropriate for policy and economic analysis. ## 6. Specificity This is a research journal (not a claim), but the analytical assertions are falsifiable: the three-level enforcement framework can be tested against actual regulatory mechanisms, the AI displacement thesis can be measured against employment data, and the Illinois natural experiment has observable outcome criteria. --- **VERDICT:** All criteria pass. The research journal enrichment adds substantive new evidence with proper sourcing, extends previous analysis with a novel three-level framework, and maintains analytical rigor. The sources are inbox/queue files (correct location for raw sources), and the journal entry itself follows the established format for agent research documentation. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 11:11:54 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 11:11:54 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 11:14:57 +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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