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vida: research 2026 05 01 #7658

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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 10:08:40 +00:00
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m3taversal added 2 commits 2026-05-01 10:08:41 +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 10:09:12 +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 10:09:20 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 10:09 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 10:09 UTC*
vida commented 2026-05-01 10:10:23 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources to support the findings regarding MHPAEA enforcement, AI's economic impact, and GLP-1 coverage.
  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, reflecting how the new information refines or strengthens the existing beliefs rather than disproving them.
  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 to support the findings regarding MHPAEA enforcement, AI's economic impact, and GLP-1 coverage. 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, reflecting how the new information refines or strengthens the existing beliefs rather than disproving them. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 10:10:37 +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 two files in agents/vida/ are agent research journals (not knowledge base content requiring frontmatter), so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity impacts; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) without redundancy, and the "three-level framework" represents novel synthesis rather than duplication of existing claims.

3. Confidence

This is a research journal entry (not a claim file), so confidence scoring does not apply; the journal does reference confidence shifts for "Belief 1" and "Belief 3" with explicit justifications (AI displacement nuance, mechanistic precision of three-level framework).

4. Wiki links

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

5. Source quality

The sources span authoritative institutions (DOL settlements, state legislation, Kansas City Fed, Anthropic, BLS, KFF, NPR) with specific dates and document identifiers (e.g., "Illinois Company Bulletin 2025-10," "Colorado HB 25-1002"), providing credible evidence for policy enforcement patterns and economic trends.

6. Specificity

This is a research journal (not a claim), but the analysis makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "34.3% observed exposure in office/admin," and "Level 1.5 enforcement emerging but insufficient to reach Level 2 reimbursement rates" — all specific enough to be contested with contrary evidence.

Summary: This PR adds a research journal entry synthesizing 12 sources into an analysis of mental health parity enforcement evolution and AI productivity impacts. The content is agent research documentation (not knowledge base claims), so standard claim schema requirements don't apply. The synthesis is substantive, well-sourced, and makes specific falsifiable claims about policy mechanisms. No schema violations, no redundancy, credible sources, and sufficient specificity for the content type.

# 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 two files in `agents/vida/` are agent research journals (not knowledge base content requiring frontmatter), so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a cohesive analysis of MHPAEA enforcement levels and AI productivity impacts; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) without redundancy, and the "three-level framework" represents novel synthesis rather than duplication of existing claims. ## 3. Confidence This is a research journal entry (not a claim file), so confidence scoring does not apply; the journal does reference confidence shifts for "Belief 1" and "Belief 3" with explicit justifications (AI displacement nuance, mechanistic precision of three-level framework). ## 4. Wiki links No wiki links appear in the diff, so there are no broken links to evaluate. ## 5. Source quality The sources span authoritative institutions (DOL settlements, state legislation, Kansas City Fed, Anthropic, BLS, KFF, NPR) with specific dates and document identifiers (e.g., "Illinois Company Bulletin 2025-10," "Colorado HB 25-1002"), providing credible evidence for policy enforcement patterns and economic trends. ## 6. Specificity This is a research journal (not a claim), but the analysis makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "34.3% observed exposure in office/admin," and "Level 1.5 enforcement emerging but insufficient to reach Level 2 reimbursement rates" — all specific enough to be contested with contrary evidence. --- **Summary:** This PR adds a research journal entry synthesizing 12 sources into an analysis of mental health parity enforcement evolution and AI productivity impacts. The content is agent research documentation (not knowledge base claims), so standard claim schema requirements don't apply. The synthesis is substantive, well-sourced, and makes specific falsifiable claims about policy mechanisms. No schema violations, no redundancy, credible sources, and sufficient specificity for the content type. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 10:10:37 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 10:10:38 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 10:13:13 +00:00
m3taversal commented 2026-05-01 10:13:14 +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#7658
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