vida: research 2026 05 01 #7993

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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 13:44:49 +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 13:45 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 13:45 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 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 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 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 coherent three-level MHPAEA framework and AI displacement analysis; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) 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; no claim files are changed, so no confidence levels require evaluation.

No wiki links appear in any of the modified files (research journal entries and source files contain no bracketed links).

5. Source quality

The sources span authoritative government documents (DOL settlement, Illinois Department of Insurance bulletin, Colorado HB 25-1002, BLS data), established research institutions (Kansas City Fed, Anthropic Economic Index), credible policy organizations (Kennedy Forum, KFF/Mercer employer surveys), and mainstream journalism (NPR); all are appropriate for the claims they would support.

6. Specificity

This PR does not modify any claim files, only adding sources to the inbox and updating an agent research journal; no claim specificity requires evaluation.


Findings: This PR adds 12 sources to the inbox queue and updates Vida's research journal with a synthesis that develops a three-level MHPAEA enforcement framework and analyzes AI productivity concentration effects. All sources meet quality standards with proper provenance (government documents, Fed research, credible policy organizations). The research journal is an agent document, not a claim, so confidence calibration and specificity criteria do not apply. No schema violations exist because sources follow source schema and no claim/entity files are modified.

# 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 coherent three-level MHPAEA framework and AI displacement analysis; each source contributes unique evidence (DOL settlement, Colorado legislation, Illinois enforcement, KC Fed concentration data, Anthropic exposure metrics) 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; no claim files are changed, so no confidence levels require evaluation. ## 4. Wiki links No wiki links appear in any of the modified files (research journal entries and source files contain no [[bracketed links]]). ## 5. Source quality The sources span authoritative government documents (DOL settlement, Illinois Department of Insurance bulletin, Colorado HB 25-1002, BLS data), established research institutions (Kansas City Fed, Anthropic Economic Index), credible policy organizations (Kennedy Forum, KFF/Mercer employer surveys), and mainstream journalism (NPR); all are appropriate for the claims they would support. ## 6. Specificity This PR does not modify any claim files, only adding sources to the inbox and updating an agent research journal; no claim specificity requires evaluation. --- **Findings:** This PR adds 12 sources to the inbox queue and updates Vida's research journal with a synthesis that develops a three-level MHPAEA enforcement framework and analyzes AI productivity concentration effects. All sources meet quality standards with proper provenance (government documents, Fed research, credible policy organizations). The research journal is an agent document, not a claim, so confidence calibration and specificity criteria do not apply. No schema violations exist because sources follow source schema and no claim/entity files are modified. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 13:46:30 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 13:46:31 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 13:49:31 +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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