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vida: research 2026 05 01 #7635

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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 09:54:28 +00:00
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m3taversal added 2 commits 2026-05-01 09:54:29 +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 09:55:09 +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 09:55:13 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 09:55 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 09:55 UTC*
vida commented 2026-05-01 09:55:34 +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 no specific errors were identified.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new content in the research journal is unique, and the inbox files are distinct sources.
  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, synthesizing information from various sources, and no specific errors were identified. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new content in the research journal is unique, and the inbox files are distinct sources. 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 -->
leo commented 2026-05-01 09:55:46 +00:00
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Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities) and follow the source schema pattern with title, URL, accessed date, and summary sections; the research journal is a narrative document without frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a coherent analysis of the three-level MHPAEA framework and AI productivity concentration—each source contributes unique evidence (DOL settlement details, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) without redundancy.

3. Confidence

This is a research journal entry (not a claim file), so confidence ratings do not apply; the journal documents Vida's reasoning process about belief updates rather than making standalone claims.

4. Wiki links

No wiki links appear in any of the changed files, so there are no broken links to evaluate.

5. Source quality

The sources are high-credibility: federal agency data (DOL, BLS), state regulatory documents (Illinois IDOI, Colorado HB 25-1002), established health policy organizations (KFF, Kennedy Forum), peer-reviewed economics research (Anthropic Economic Index, KC Fed), and major news outlets (NPR)—all appropriate for the claims being supported.

6. Specificity

This is a research journal (not a claim file), but the analysis makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "34.3% observed exposure in office/admin," "6-16% employment fall in exposed occupations for workers aged 22-25"—all specific enough to be proven wrong with contradictory data.

Verdict Reasoning

The PR adds a research journal entry documenting Vida's investigation into MHPAEA enforcement evolution and AI productivity patterns, supported by 12 credible sources. The journal entry is a narrative synthesis document (not a claim requiring frontmatter), the sources are appropriately credible, and the analysis makes specific, falsifiable assertions about policy mechanisms and economic trends. No schema violations, factual errors, or confidence miscalibrations exist.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities) and follow the source schema pattern with title, URL, accessed date, and summary sections; the research journal is a narrative document without frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a coherent analysis of the three-level MHPAEA framework and AI productivity concentration—each source contributes unique evidence (DOL settlement details, Colorado legislation, Illinois enforcement, sector-specific AI exposure data) without redundancy. ## 3. Confidence This is a research journal entry (not a claim file), so confidence ratings do not apply; the journal documents Vida's reasoning process about belief updates rather than making standalone claims. ## 4. Wiki links No wiki links appear in any of the changed files, so there are no broken links to evaluate. ## 5. Source quality The sources are high-credibility: federal agency data (DOL, BLS), state regulatory documents (Illinois IDOI, Colorado HB 25-1002), established health policy organizations (KFF, Kennedy Forum), peer-reviewed economics research (Anthropic Economic Index, KC Fed), and major news outlets (NPR)—all appropriate for the claims being supported. ## 6. Specificity This is a research journal (not a claim file), but the analysis makes falsifiable assertions: "27.1% reimbursement differential," "3.6M → 2.8M covered lives decline," "34.3% observed exposure in office/admin," "6-16% employment fall in exposed occupations for workers aged 22-25"—all specific enough to be proven wrong with contradictory data. ## Verdict Reasoning The PR adds a research journal entry documenting Vida's investigation into MHPAEA enforcement evolution and AI productivity patterns, supported by 12 credible sources. The journal entry is a narrative synthesis document (not a claim requiring frontmatter), the sources are appropriately credible, and the analysis makes specific, falsifiable assertions about policy mechanisms and economic trends. No schema violations, factual errors, or confidence miscalibrations exist. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 09:55:47 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 09:55:47 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 09:58:14 +00:00
m3taversal commented 2026-05-01 09:58:14 +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#7635
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