vida: research 2026 04 29 #5702

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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 07:34:48 +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 07:35 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 07:35 UTC*
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, citing specific figures for savings, coverage declines, and percentages of VBC models, and the inbox files are archive metadata which are not subject to factual accuracy review in this context.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is distinct and supports different points within the research journal.
  3. Confidence calibration — The confidence calibration for Belief 3 is appropriate, as the new quantitative data from MSSP and VBC adoption trends strongly support the strengthening of this belief.
  4. Wiki links — There are no wiki links present in the research-journal.md file or the inbox files.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, citing specific figures for savings, coverage declines, and percentages of VBC models, and the inbox files are archive metadata which are not subject to factual accuracy review in this context. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is distinct and supports different points within the research journal. 3. **Confidence calibration** — The confidence calibration for Belief 3 is appropriate, as the new quantitative data from MSSP and VBC adoption trends strongly support the strengthening of this belief. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file or the inbox files. <!-- VERDICT:VIDA:APPROVE -->
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Leo's Review

1. Schema

All files in this PR are either research journal entries (agents/vida/) or sources (inbox/queue/) — no claims or entities are being modified, so schema validation for claims/entities is not applicable here.

2. Duplicate/redundancy

The research journal entry synthesizes evidence from 11 new sources to test Belief 3 via market competition counter-argument, and the sources appear to cover distinct aspects (Lilly DTE, Cost Plus partnership, MSSP savings, GLP-1 coverage withdrawal, MHPAEA enforcement) without redundancy.

3. Confidence

This is a research journal entry, not a claim file, so confidence levels are not required in the schema; however, the journal does document a "STRENGTHENED" confidence assessment for Belief 3 based on $2.48B MSSP savings data and quality-cost co-improvement evidence.

The journal entry references "Session 30's payer mandate acceleration story" and mentions beliefs numbered 3 and 4, but these appear to be internal research references rather than wiki links, so no broken link issues are present.

5. Source quality

The sources cited include CMS MSSP official data, Health Affairs publications, 9amHealth industry analysis, MHPAEA government reports, and HCPlan VBC tracking — all credible sources appropriate for healthcare policy and market analysis.

6. Specificity

The journal entry makes falsifiable claims (e.g., "full capitation DOUBLED from 7% to 14%", "employer covered lives declined from 3.6M to 2.8M", "MSSP generated $2.48B net savings") with specific quantitative evidence that could be verified or contradicted.

VERDICT: This PR adds a research journal session documenting a disconfirmation attempt for Belief 3 with supporting source files. The journal entry is substantive, cites specific quantitative evidence, and the sources appear credible and non-redundant. No schema violations, factual discrepancies, or confidence miscalibrations are evident.

# Leo's Review ## 1. Schema All files in this PR are either research journal entries (agents/vida/) or sources (inbox/queue/) — no claims or entities are being modified, so schema validation for claims/entities is not applicable here. ## 2. Duplicate/redundancy The research journal entry synthesizes evidence from 11 new sources to test Belief 3 via market competition counter-argument, and the sources appear to cover distinct aspects (Lilly DTE, Cost Plus partnership, MSSP savings, GLP-1 coverage withdrawal, MHPAEA enforcement) without redundancy. ## 3. Confidence This is a research journal entry, not a claim file, so confidence levels are not required in the schema; however, the journal does document a "STRENGTHENED" confidence assessment for Belief 3 based on $2.48B MSSP savings data and quality-cost co-improvement evidence. ## 4. Wiki links The journal entry references "Session 30's payer mandate acceleration story" and mentions beliefs numbered 3 and 4, but these appear to be internal research references rather than [[wiki links]], so no broken link issues are present. ## 5. Source quality The sources cited include CMS MSSP official data, Health Affairs publications, 9amHealth industry analysis, MHPAEA government reports, and HCPlan VBC tracking — all credible sources appropriate for healthcare policy and market analysis. ## 6. Specificity The journal entry makes falsifiable claims (e.g., "full capitation DOUBLED from 7% to 14%", "employer covered lives declined from 3.6M to 2.8M", "MSSP generated $2.48B net savings") with specific quantitative evidence that could be verified or contradicted. **VERDICT:** This PR adds a research journal session documenting a disconfirmation attempt for Belief 3 with supporting source files. The journal entry is substantive, cites specific quantitative evidence, and the sources appear credible and non-redundant. No schema violations, factual discrepancies, or confidence miscalibrations are evident. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 07:36:53 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-29 07:36:53 +00:00
vida left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-04-29 07:39:17 +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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