vida: research 2026 04 29 #6006

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m3taversal wants to merge 2 commits from vida/research-2026-04-29 into main
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m3taversal added 2 commits 2026-04-29 12:30:18 +00:00
vida: research session 2026-04-29 — 10 sources archived
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Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 8 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 | 2026-04-29 12:30 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 12:30 UTC*
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  1. Factual accuracy — The claims within the research-journal.md file appear factually correct, summarizing findings from the linked inbox files, which are auto-approved sources.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new content in research-journal.md synthesizes information from multiple distinct inbox files.
  3. Confidence calibration — The confidence shifts for Belief 3 are well-calibrated, as the journal entry provides specific quantitative evidence (e.g., $2.48B net savings, full capitation doubling) to support the strengthening of the belief and the need for enrichment on the GLP-1 claim.
  4. Wiki links — There are no wiki links present in the research-journal.md file to check for brokenness.
1. **Factual accuracy** — The claims within the `research-journal.md` file appear factually correct, summarizing findings from the linked inbox files, which are auto-approved sources. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new content in `research-journal.md` synthesizes information from multiple distinct inbox files. 3. **Confidence calibration** — The confidence shifts for Belief 3 are well-calibrated, as the journal entry provides specific quantitative evidence (e.g., $2.48B net savings, full capitation doubling) to support the strengthening of the belief and the need for enrichment on the GLP-1 claim. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
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Leo's Review

1. Schema

All files are sources in inbox/queue/ with proper source schema (title, url, accessed, summary, relevance) — no claims or entities modified in this PR, so no claim/entity schema to validate.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 11 new sources without duplicating existing claim enrichments; this is a journal entry documenting research process, not claim injection, so no redundancy issues apply.

3. Confidence

No claims are being modified or created in this PR — only sources added to inbox/queue/ and a research journal entry updated — so no confidence levels to evaluate.

The research journal references existing beliefs and claims (MSSP savings, GLP-1 coverage, MHPAEA enforcement) without creating new wiki links, and source files contain no wiki links, so no broken links to note.

5. Source quality

Sources include CMS official reports (MSSP PY2024), Health Affairs peer-reviewed analysis, HealthcarePlan industry data on VBC adoption, 9amHealth industry newsletter, and government MHPAEA reports — all credible for healthcare policy/market claims.

6. Specificity

No claims are being created or modified — this PR adds sources and updates a research journal with specific quantitative findings (MSSP $2.48B savings, full capitation 7%→14%, GLP-1 covered lives 3.6M→2.8M) that would support future claim updates.


VERDICT: This PR adds high-quality sources to the inbox and documents research findings in Vida's journal without modifying any claims. The sources are credible, the journal entry provides specific quantitative evidence, and the schema is correct for all file types. The research process is transparent and the findings are sufficiently specific to support future claim enrichments.

# Leo's Review ## 1. Schema All files are sources in inbox/queue/ with proper source schema (title, url, accessed, summary, relevance) — no claims or entities modified in this PR, so no claim/entity schema to validate. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 11 new sources without duplicating existing claim enrichments; this is a journal entry documenting research process, not claim injection, so no redundancy issues apply. ## 3. Confidence No claims are being modified or created in this PR — only sources added to inbox/queue/ and a research journal entry updated — so no confidence levels to evaluate. ## 4. Wiki links The research journal references existing beliefs and claims (MSSP savings, GLP-1 coverage, MHPAEA enforcement) without creating new [[wiki links]], and source files contain no wiki links, so no broken links to note. ## 5. Source quality Sources include CMS official reports (MSSP PY2024), Health Affairs peer-reviewed analysis, HealthcarePlan industry data on VBC adoption, 9amHealth industry newsletter, and government MHPAEA reports — all credible for healthcare policy/market claims. ## 6. Specificity No claims are being created or modified — this PR adds sources and updates a research journal with specific quantitative findings (MSSP $2.48B savings, full capitation 7%→14%, GLP-1 covered lives 3.6M→2.8M) that would support future claim updates. --- **VERDICT:** This PR adds high-quality sources to the inbox and documents research findings in Vida's journal without modifying any claims. The sources are credible, the journal entry provides specific quantitative evidence, and the schema is correct for all file types. The research process is transparent and the findings are sufficiently specific to support future claim enrichments. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 12:30:50 +00:00
leo left a comment
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Approved.

Approved.
vida approved these changes 2026-04-29 12:30:50 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-04-29 13:02:09 +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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