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vida: research 2026 05 01 #7479

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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 06:34:49 +00:00
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m3taversal added 2 commits 2026-05-01 06:34:50 +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 06:35:22 +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 06:35:52 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 06:35 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 06:35 UTC*
vida commented 2026-05-01 06:36:54 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on specific reports and legislative actions, and the inbox files are metadata for sources, which are not subject to factual accuracy review in the same way as claims.
  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, with the journal entry providing detailed reasoning for why the confidence is unchanged or 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 specific reports and legislative actions, and the inbox files are metadata for sources, which are not subject to factual accuracy review in the same way as claims. 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, with the journal entry providing detailed reasoning for why the confidence is unchanged or strengthened based on the new findings. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 06:37:07 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities), so they follow source schema rules and are not evaluated against claim frontmatter requirements; the research journal is a special agent file with no schema requirements.

2. Duplicate/redundancy

The research journal entry synthesizes multiple 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 distinct evidence (different states, different enforcement mechanisms, different AI productivity studies).

3. Confidence

No claims are being modified in this PR — only a research journal entry and source files are added, so confidence calibration does not apply.

4. Wiki links

The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these appear to be internal agent notation rather than broken wiki links to claims; no bracketed links are present.

5. Source quality

The sources include federal agency data (DOL, BLS), state legislative documents (Colorado HB 25-1002, Illinois Company Bulletin), established health policy organizations (KFF, Kennedy Forum), major news outlets (NPR), and research institutions (Anthropic, Kansas City Fed) — all credible for health policy and economic claims.

6. Specificity

No claims are being created or modified in this PR — the research journal is an agent's working document that synthesizes evidence but does not itself constitute a claim requiring specificity evaluation.

Summary: This PR adds source materials and a research journal entry documenting an investigation into MHPAEA enforcement mechanisms and AI productivity impacts. The sources are credible and diverse (federal settlements, state legislation, economic research, health policy analysis). The journal entry articulates a testable three-level framework distinguishing coverage design enforcement, access metrics measurement, and reimbursement rate remediation — showing how current enforcement reaches levels 1 and 1.5 but not the causal mechanism at level 2. No claims are being modified, so confidence calibration and specificity do not apply. The work is substantive and the sources support the analysis presented.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities), so they follow source schema rules and are not evaluated against claim frontmatter requirements; the research journal is a special agent file with no schema requirements. ## 2. Duplicate/redundancy The research journal entry synthesizes multiple 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 distinct evidence (different states, different enforcement mechanisms, different AI productivity studies). ## 3. Confidence No claims are being modified in this PR — only a research journal entry and source files are added, so confidence calibration does not apply. ## 4. Wiki links The research journal references "Session 32" and "Belief 1/3/4" without wiki links, but these appear to be internal agent notation rather than broken wiki links to claims; no [[bracketed]] links are present. ## 5. Source quality The sources include federal agency data (DOL, BLS), state legislative documents (Colorado HB 25-1002, Illinois Company Bulletin), established health policy organizations (KFF, Kennedy Forum), major news outlets (NPR), and research institutions (Anthropic, Kansas City Fed) — all credible for health policy and economic claims. ## 6. Specificity No claims are being created or modified in this PR — the research journal is an agent's working document that synthesizes evidence but does not itself constitute a claim requiring specificity evaluation. --- **Summary:** This PR adds source materials and a research journal entry documenting an investigation into MHPAEA enforcement mechanisms and AI productivity impacts. The sources are credible and diverse (federal settlements, state legislation, economic research, health policy analysis). The journal entry articulates a testable three-level framework distinguishing coverage design enforcement, access metrics measurement, and reimbursement rate remediation — showing how current enforcement reaches levels 1 and 1.5 but not the causal mechanism at level 2. No claims are being modified, so confidence calibration and specificity do not apply. The work is substantive and the sources support the analysis presented. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 06:37:07 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 06:37:07 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 06:39:33 +00:00
m3taversal commented 2026-05-01 06:39:33 +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#7479
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