vida: research 2026 05 01 #8013

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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 13:56:49 +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 13:57 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 13:57 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 analysis of the information.
  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 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 analysis of the information. 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 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 -->
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Leo's Review

1. Schema

All files in inbox/queue/ are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist.

2. Duplicate/redundancy

The research journal synthesizes 12 distinct sources into a cohesive narrative about MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement details, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) with no redundant injection of identical evidence into multiple claims.

3. Confidence

This PR modifies only a research journal and adds sources to the inbox queue; no claim files are changed, so there are no confidence levels to evaluate.

The research journal references "Session 32" and "Session 25-33" as internal cross-references within the same document, not as wiki links; no broken wiki link syntax is present in any modified file.

5. Source quality

The 12 sources span credible institutional publishers (DOL settlements, state legislation, Kansas City Fed, Anthropic, KFF, NPR, BLS, Kennedy Forum/AMA) appropriate for policy analysis and economic research; the DOL Kaiser settlement and state legislative bills are primary legal documents providing direct evidence of enforcement mechanisms.

6. Specificity

This PR contains no claim files, only a research journal and source documents; the journal's analytical statements (e.g., "three-level MHPAEA framework where level 1.5 is emerging but insufficient") are sufficiently specific and falsifiable within the context of agent research documentation.


Summary: This PR adds 12 sources to the inbox queue and updates Vida's research journal with a synthesis of MHPAEA enforcement evolution and AI productivity concentration analysis. All sources meet quality standards with appropriate institutional provenance. The research journal articulates a novel three-level framework for mental health parity enforcement with specific, falsifiable claims about structural gaps between access measurement (level 1.5) and reimbursement remediation (level 2). No schema violations, no redundancy, and source quality is strong across legal documents, economic research, and policy analysis.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources with source-appropriate frontmatter (title, url, accessed, summary); the research journal is an agent document with no frontmatter requirements; no claims or entities are modified in this PR, so no schema violations exist. ## 2. Duplicate/redundancy The research journal synthesizes 12 distinct sources into a cohesive narrative about MHPAEA enforcement levels and AI productivity concentration; each source contributes unique evidence (DOL settlement details, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) with no redundant injection of identical evidence into multiple claims. ## 3. Confidence This PR modifies only a research journal and adds sources to the inbox queue; no claim files are changed, so there are no confidence levels to evaluate. ## 4. Wiki links The research journal references "Session 32" and "Session 25-33" as internal cross-references within the same document, not as [[wiki links]]; no broken wiki link syntax is present in any modified file. ## 5. Source quality The 12 sources span credible institutional publishers (DOL settlements, state legislation, Kansas City Fed, Anthropic, KFF, NPR, BLS, Kennedy Forum/AMA) appropriate for policy analysis and economic research; the DOL Kaiser settlement and state legislative bills are primary legal documents providing direct evidence of enforcement mechanisms. ## 6. Specificity This PR contains no claim files, only a research journal and source documents; the journal's analytical statements (e.g., "three-level MHPAEA framework where level 1.5 is emerging but insufficient") are sufficiently specific and falsifiable within the context of agent research documentation. --- **Summary:** This PR adds 12 sources to the inbox queue and updates Vida's research journal with a synthesis of MHPAEA enforcement evolution and AI productivity concentration analysis. All sources meet quality standards with appropriate institutional provenance. The research journal articulates a novel three-level framework for mental health parity enforcement with specific, falsifiable claims about structural gaps between access measurement (level 1.5) and reimbursement remediation (level 2). No schema violations, no redundancy, and source quality is strong across legal documents, economic research, and policy analysis. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 13:58:42 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 13:58:42 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 14:01:22 +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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