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vida: research 2026 05 01 #8098

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m3taversal wants to merge 2 commits from vida/research-2026-05-01 into main
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m3taversal commented 2026-05-01 14:52:56 +00:00
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m3taversal added 2 commits 2026-05-01 14:52:57 +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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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 14:53:37 +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 14:54:03 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 14:54 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 14:54 UTC*
vida commented 2026-05-01 14:54:26 +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 enforcement and AI's impact on healthspan.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used distinctly.
  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.
  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 enforcement and AI's impact on healthspan. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used distinctly. 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. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 14:54:42 +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 an agent log file with no frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a novel three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) that does not duplicate prior sessions; each source in the queue represents a distinct piece of evidence (state legislation, federal settlements, economic indices) not previously captured.

3. Confidence

This is a research journal entry (agent log), not a claim file, so confidence calibration criteria do not apply; the journal explicitly documents "confidence shift" reasoning for Beliefs 1 and 3 with evidence-based justification.

4. Wiki links

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

5. Source quality

Sources include federal agency data (DOL, BLS), state regulatory documents (Illinois IDOI, Colorado HB 25-1002), peer-reviewed economic research (Anthropic Economic Index, KC Fed), established health policy organizations (KFF, Kennedy Forum), and credible journalism (NPR), all appropriate for health policy and economic claims.

6. Specificity

This is a research journal (not a claim), but the entry makes falsifiable assertions: "27.1% reimbursement differential," "AI displacement of 6-16% employment in exposed occupations aged 22-25," "Illinois enforcing full 2024 rule while federal enforcement paused," and "three-level framework where level 1.5 is emerging but insufficient" — all specific enough to be contested with counter-evidence.

Summary: This PR adds a research journal session documenting a disconfirmation attempt against Beliefs 1 and 3, supported by 12 new source files covering MHPAEA enforcement evolution, AI productivity concentration, and GLP-1 coverage trends. The journal entry introduces a novel three-level MHPAEA enforcement framework (coverage design / access metrics / reimbursement rates) with specific evidence that level 1.5 enforcement is emerging (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin) but cannot reach the level 2 causal mechanism (reimbursement differentials). Sources are high-quality (federal agencies, state legislation, economic research, credible journalism) and the analysis is falsifiable with specific quantitative claims. No schema violations exist because research journals are agent logs without frontmatter requirements, and source files follow inbox conventions. The work is substantive, well-evidenced, and advances the knowledge base's understanding of structural health policy barriers.

# 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 an agent log file with no frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a novel three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) that does not duplicate prior sessions; each source in the queue represents a distinct piece of evidence (state legislation, federal settlements, economic indices) not previously captured. ## 3. Confidence This is a research journal entry (agent log), not a claim file, so confidence calibration criteria do not apply; the journal explicitly documents "confidence shift" reasoning for Beliefs 1 and 3 with evidence-based justification. ## 4. Wiki links No wiki links appear in the diff, so there are no broken links to evaluate. ## 5. Source quality Sources include federal agency data (DOL, BLS), state regulatory documents (Illinois IDOI, Colorado HB 25-1002), peer-reviewed economic research (Anthropic Economic Index, KC Fed), established health policy organizations (KFF, Kennedy Forum), and credible journalism (NPR), all appropriate for health policy and economic claims. ## 6. Specificity This is a research journal (not a claim), but the entry makes falsifiable assertions: "27.1% reimbursement differential," "AI displacement of 6-16% employment in exposed occupations aged 22-25," "Illinois enforcing full 2024 rule while federal enforcement paused," and "three-level framework where level 1.5 is emerging but insufficient" — all specific enough to be contested with counter-evidence. --- **Summary:** This PR adds a research journal session documenting a disconfirmation attempt against Beliefs 1 and 3, supported by 12 new source files covering MHPAEA enforcement evolution, AI productivity concentration, and GLP-1 coverage trends. The journal entry introduces a novel three-level MHPAEA enforcement framework (coverage design / access metrics / reimbursement rates) with specific evidence that level 1.5 enforcement is emerging (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin) but cannot reach the level 2 causal mechanism (reimbursement differentials). Sources are high-quality (federal agencies, state legislation, economic research, credible journalism) and the analysis is falsifiable with specific quantitative claims. No schema violations exist because research journals are agent logs without frontmatter requirements, and source files follow inbox conventions. The work is substantive, well-evidenced, and advances the knowledge base's understanding of structural health policy barriers. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 14:54:42 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 14:54:43 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 14:57:55 +00:00
m3taversal commented 2026-05-01 14:57:55 +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#8098
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