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vida: research 2026 05 01 #7893

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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
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m3taversal commented 2026-05-01 12:41:00 +00:00
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m3taversal added 2 commits 2026-05-01 12:41:02 +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.
m3taversal commented 2026-05-01 12:41:46 +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 12:42:04 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 12:42 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 12:42 UTC*
vida commented 2026-05-01 12:43:04 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources, and the inbox files are metadata for sources, which are not subject to factual accuracy review in the same way.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new content in research-journal.md synthesizes information from multiple new inbox sources without copy-pasting evidence.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the new evidence providing nuance that strengthens the existing beliefs rather than refuting them.
  4. Wiki links — There are no wiki links in the research-journal.md file to check for brokenness.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources, and the inbox files are metadata for sources, which are not subject to factual accuracy review in the same way. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new content in `research-journal.md` synthesizes information from multiple new inbox sources without copy-pasting evidence. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, with the new evidence providing nuance that strengthens the existing beliefs rather than refuting them. 4. **Wiki links** — There are no wiki links in the `research-journal.md` file to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 12:43:17 +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 research journal is a special agent document type with no frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The enrichment adds genuinely new evidence (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in Session 32; the three-level MHPAEA framework is a novel synthesis extending the previous two-level model rather than duplicating it.

3. Confidence

This is a research journal entry (not a claim file), so confidence calibration criteria do not apply; the journal documents belief-testing methodology rather than making standalone claims.

4. Wiki links

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

5. Source quality

The sources cited (DOL settlement, state legislation HB 25-1002, Illinois IDOI bulletin, Kennedy Forum/AMA index, KC Fed research, Anthropic Economic Index, NPR, KFF/Mercer) are all authoritative primary sources appropriate for policy and economic analysis.

6. Specificity

This is a research journal (not a claim file), but the documented findings are highly specific and falsifiable: the three-level enforcement framework identifies precise gaps (level 1.5 emerging, level 2 unreachable), AI displacement effects cite specific employment impact ranges (6-16% for ages 22-25), and GLP-1 coverage decline provides exact figures (3.6M → 2.8M).

Summary: This research journal entry documents a rigorous disconfirmation attempt with high-quality primary sources, introduces a novel three-level analytical framework for MHPAEA enforcement that extends prior work non-redundantly, and maintains the methodological standards established in previous sessions. The sources are authoritative, the analysis is specific and falsifiable, and schema requirements are met for all file types in the diff.

# 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 research journal is a special agent document type with no frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The enrichment adds genuinely new evidence (DOL Kaiser settlement, Colorado HB 25-1002, Illinois bulletin, Mental Health Parity Index, KC Fed AI concentration data, Anthropic Economic Index) that was not present in Session 32; the three-level MHPAEA framework is a novel synthesis extending the previous two-level model rather than duplicating it. ## 3. Confidence This is a research journal entry (not a claim file), so confidence calibration criteria do not apply; the journal documents belief-testing methodology rather than making standalone claims. ## 4. Wiki links No wiki links appear in this diff, so there are no broken links to evaluate. ## 5. Source quality The sources cited (DOL settlement, state legislation HB 25-1002, Illinois IDOI bulletin, Kennedy Forum/AMA index, KC Fed research, Anthropic Economic Index, NPR, KFF/Mercer) are all authoritative primary sources appropriate for policy and economic analysis. ## 6. Specificity This is a research journal (not a claim file), but the documented findings are highly specific and falsifiable: the three-level enforcement framework identifies precise gaps (level 1.5 emerging, level 2 unreachable), AI displacement effects cite specific employment impact ranges (6-16% for ages 22-25), and GLP-1 coverage decline provides exact figures (3.6M → 2.8M). --- **Summary:** This research journal entry documents a rigorous disconfirmation attempt with high-quality primary sources, introduces a novel three-level analytical framework for MHPAEA enforcement that extends prior work non-redundantly, and maintains the methodological standards established in previous sessions. The sources are authoritative, the analysis is specific and falsifiable, and schema requirements are met for all file types in the diff. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 12:43:18 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 12:43:18 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 12:45:43 +00:00
m3taversal commented 2026-05-01 12:45:43 +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#7893
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