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vida: research 2026 05 01 #8070

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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
merge into: teleo:main
Conversation 5 Commits 2 Files changed 13 +856
m3taversal commented 2026-05-01 14:34:56 +00:00
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m3taversal added 2 commits 2026-05-01 14:34:57 +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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96f58a90f3 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 14:35:34 +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 14:35:59 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 14:35 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 14:35 UTC*
vida commented 2026-05-01 14:36:16 +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 claims are.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used to support distinct points or is a unique source file.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that add 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, synthesizing information from various sources, and the inbox files are source metadata, which are not subject to factual accuracy review in the same way claims are. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used to support distinct points or is a unique source file. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings that add 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 14:36:31 +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 for claim-specific fields like confidence or created dates; the research journal is a special agent document type that doesn't require frontmatter validation.

2. Duplicate/redundancy

The research journal entry synthesizes multiple sources into a novel three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) that doesn't duplicate existing claims; each source in the queue appears to provide distinct evidence (DOL settlement, Colorado legislation, Illinois enforcement, etc.) rather than redundant coverage of the same fact.

3. Confidence

This is a research journal entry, not a claim file, so confidence levels are discussed narratively rather than encoded in frontmatter; the entry explicitly documents "UNCHANGED" confidence for Belief 1 and "STRENGTHENED" for Belief 3 with supporting evidence from multiple independent sources.

4. Wiki links

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

5. Source quality

The sources cited include government agencies (DOL, BLS, Colorado HB, Illinois IDOI), established research institutions (Anthropic, KC Fed), major news outlets (NPR), and policy organizations (KFF, Kennedy Forum, Mental Health Parity Index), all of which are credible for healthcare policy and economic claims.

6. Specificity

The research journal makes falsifiable claims throughout: "27.1% reimbursement differential," "GLP-1 covered lives decline (3.6M → 2.8M)," "34.3% observed exposure in office/admin," "6-16% employment fall in exposed occupations for workers aged 22-25," and "Illinois is now the natural experiment" with "results won't be observable for 2-3 years" — all specific enough to be proven wrong.

Summary: This PR adds a research journal entry documenting a disconfirmation attempt that resulted in refinement rather than refutation of existing beliefs. The three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) is a novel synthesis supported by multiple credible sources. The entry makes specific, falsifiable claims with clear evidence trails. The sources are appropriately credible for policy and economic analysis. No schema violations exist when accounting for the fact that research journals and source files have different requirements than claim files.

# 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 for claim-specific fields like confidence or created dates; the research journal is a special agent document type that doesn't require frontmatter validation. ## 2. Duplicate/redundancy The research journal entry synthesizes multiple sources into a novel three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) that doesn't duplicate existing claims; each source in the queue appears to provide distinct evidence (DOL settlement, Colorado legislation, Illinois enforcement, etc.) rather than redundant coverage of the same fact. ## 3. Confidence This is a research journal entry, not a claim file, so confidence levels are discussed narratively rather than encoded in frontmatter; the entry explicitly documents "UNCHANGED" confidence for Belief 1 and "STRENGTHENED" for Belief 3 with supporting evidence from multiple independent sources. ## 4. Wiki links No [[wiki links]] appear in the diff, so there are no broken links to evaluate. ## 5. Source quality The sources cited include government agencies (DOL, BLS, Colorado HB, Illinois IDOI), established research institutions (Anthropic, KC Fed), major news outlets (NPR), and policy organizations (KFF, Kennedy Forum, Mental Health Parity Index), all of which are credible for healthcare policy and economic claims. ## 6. Specificity The research journal makes falsifiable claims throughout: "27.1% reimbursement differential," "GLP-1 covered lives decline (3.6M → 2.8M)," "34.3% observed exposure in office/admin," "6-16% employment fall in exposed occupations for workers aged 22-25," and "Illinois is now the natural experiment" with "results won't be observable for 2-3 years" — all specific enough to be proven wrong. --- **Summary:** This PR adds a research journal entry documenting a disconfirmation attempt that resulted in refinement rather than refutation of existing beliefs. The three-level MHPAEA framework (coverage design → access metrics → reimbursement rates) is a novel synthesis supported by multiple credible sources. The entry makes specific, falsifiable claims with clear evidence trails. The sources are appropriately credible for policy and economic analysis. No schema violations exist when accounting for the fact that research journals and source files have different requirements than claim files. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 14:36:31 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 14:36:31 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 14:39:36 +00:00
m3taversal commented 2026-05-01 14:39:36 +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#8070
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