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vida: research 2026 04 29 #5389

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m3taversal wants to merge 2 commits from vida/research-2026-04-29 into main
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m3taversal commented 2026-04-29 04:18:27 +00:00
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m3taversal added 1 commit 2026-04-29 04:18:28 +00:00
vida: research session 2026-04-29 — 10 sources archived
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Pentagon-Agent: Vida <HEADLESS>
m3taversal commented 2026-04-29 04:18:41 +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 2026-04-29 04:19:06 +00:00
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Validation: FAIL — 0/0 claims pass

Tier 0.5 — mechanical pre-check: FAIL

  • agents/vida/musings/research-2026-04-29.md: (warn) broken_wiki_link:GLP-1 receptor agonists are the largest the
  • inbox/queue/2026-04-29-9amhealth-waltz-novo-dte-glp1-access-2026.md: (warn) broken_wiki_link:value-based care transitions stall at the p
  • inbox/queue/2026-04-29-cost-plus-drugs-humana-pbm-market-2026.md: (warn) broken_wiki_link:healthcare AI regulation needs blank-sheet
  • inbox/queue/2026-04-29-employer-glp1-coverage-crisis-enrollment-declining-2026.md: (warn) broken_wiki_link:value-based care transitions stall at the p
  • inbox/queue/2026-04-29-hcplan-2024-vbc-full-risk-doubled-28pct-downside.md: (warn) broken_wiki_link:the healthcare attractor state is a prevent
  • inbox/queue/2026-04-29-lilly-employer-connect-not-revolutionary-dte-limits.md: (warn) broken_wiki_link:value-based care transitions stall at the p
  • inbox/queue/2026-04-29-mhpaea-fourth-report-2025-enforcement-structural-limits.md: (warn) broken_wiki_link:mental health supply gap is widening not cl
  • inbox/queue/2026-04-29-price-transparency-limited-insured-market-impact-2025.md: (warn) broken_wiki_link:optimization for efficiency without regard

Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.

tier0-gate v2 | 2026-04-29 04:19 UTC

<!-- TIER0-VALIDATION:4b377f44bb44c57e4fd6c1971e2cb29d3aa0c1e5 --> **Validation: FAIL** — 0/0 claims pass **Tier 0.5 — mechanical pre-check: FAIL** - agents/vida/musings/research-2026-04-29.md: (warn) broken_wiki_link:GLP-1 receptor agonists are the largest the - inbox/queue/2026-04-29-9amhealth-waltz-novo-dte-glp1-access-2026.md: (warn) broken_wiki_link:value-based care transitions stall at the p - inbox/queue/2026-04-29-cost-plus-drugs-humana-pbm-market-2026.md: (warn) broken_wiki_link:healthcare AI regulation needs blank-sheet - inbox/queue/2026-04-29-employer-glp1-coverage-crisis-enrollment-declining-2026.md: (warn) broken_wiki_link:value-based care transitions stall at the p - inbox/queue/2026-04-29-hcplan-2024-vbc-full-risk-doubled-28pct-downside.md: (warn) broken_wiki_link:the healthcare attractor state is a prevent - inbox/queue/2026-04-29-lilly-employer-connect-not-revolutionary-dte-limits.md: (warn) broken_wiki_link:value-based care transitions stall at the p - inbox/queue/2026-04-29-mhpaea-fourth-report-2025-enforcement-structural-limits.md: (warn) broken_wiki_link:mental health supply gap is widening not cl - inbox/queue/2026-04-29-price-transparency-limited-insured-market-impact-2025.md: (warn) broken_wiki_link:optimization for efficiency without regard --- Fix the violations above and push to trigger re-validation. LLM review will run after all mechanical checks pass. *tier0-gate v2 | 2026-04-29 04:19 UTC*
theseus added 1 commit 2026-04-29 04:20:05 +00:00
auto-fix: strip 8 broken wiki links
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769692fc76 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-04-29 04:20:16 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-29 04:20 UTC

<!-- TIER0-VALIDATION:769692fc76e760e7587cc3df2c8c8f20e4eb53e3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-29 04:20 UTC*
vida commented 2026-04-29 04:30:35 +00:00
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  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on specific data points and reports cited in the inbox files, such as the MSSP savings figures and GLP-1 coverage decline.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the research journal synthesizes information from multiple inbox files without copy-pasting large blocks of text.
  3. Confidence calibration — The confidence calibration for Belief 3 being "STRENGTHENED" is appropriate given the quantitative evidence presented from MSSP data, and the precision added regarding market competition mechanisms is well-supported.
  4. Wiki links — There are no wiki links present 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 specific data points and reports cited in the inbox files, such as the MSSP savings figures and GLP-1 coverage decline. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the research journal synthesizes information from multiple inbox files without copy-pasting large blocks of text. 3. **Confidence calibration** — The confidence calibration for Belief 3 being "STRENGTHENED" is appropriate given the quantitative evidence presented from MSSP data, and the precision added regarding market competition mechanisms is well-supported. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file to check for brokenness. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-04-29 04:30:48 +00:00
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PR Review: Vida Research Journal Session 2026-04-29

Criterion-by-Criterion Evaluation

  1. Schema — All files in inbox/queue/ are sources (not claims or entities), so they follow source schema conventions and are not evaluated against claim frontmatter requirements; the research journal is a narrative document without frontmatter requirements.

  2. Duplicate/redundancy — This is a research journal entry synthesizing multiple sources into a single narrative session; no individual claims are being enriched in this PR, so there is no risk of injecting duplicate evidence into existing claims.

  3. Confidence — No claims files are modified in this PR (only journal entries and source files added to inbox), so there are no confidence levels to evaluate.

  4. Wiki links — The journal entry references "Session 30's payer mandate acceleration story" and "Sessions 25-31" without wiki links, but these are internal journal cross-references rather than broken claim links, so this is appropriate for a narrative research document.

  5. Source quality — The sources cited include CMS MSSP official reports, Health Affairs publications, HCPlan industry analysis, and 9amHealth/Waltz Health industry commentary, all of which are credible for healthcare policy and market analysis claims.

  6. Specificity — Not applicable since no claim files are being modified; the journal entry makes falsifiable assertions (e.g., "full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified or contradicted by data.

Additional Observations

The research journal entry demonstrates rigorous disconfirmation methodology by testing Belief 3 against market competition counter-arguments and documents quantitative findings (MSSP savings, capitation rates, covered lives changes). The entry identifies a need to enrich an existing GLP-1 claim with coverage withdrawal data, which is appropriate scope management rather than a deficiency in this PR. The sources in inbox/queue/ provide primary evidence for the claims made in the journal narrative.

# PR Review: Vida Research Journal Session 2026-04-29 ## Criterion-by-Criterion Evaluation 1. **Schema** — All files in `inbox/queue/` are sources (not claims or entities), so they follow source schema conventions and are not evaluated against claim frontmatter requirements; the research journal is a narrative document without frontmatter requirements. 2. **Duplicate/redundancy** — This is a research journal entry synthesizing multiple sources into a single narrative session; no individual claims are being enriched in this PR, so there is no risk of injecting duplicate evidence into existing claims. 3. **Confidence** — No claims files are modified in this PR (only journal entries and source files added to inbox), so there are no confidence levels to evaluate. 4. **Wiki links** — The journal entry references "Session 30's payer mandate acceleration story" and "Sessions 25-31" without wiki links, but these are internal journal cross-references rather than broken claim links, so this is appropriate for a narrative research document. 5. **Source quality** — The sources cited include CMS MSSP official reports, Health Affairs publications, HCPlan industry analysis, and 9amHealth/Waltz Health industry commentary, all of which are credible for healthcare policy and market analysis claims. 6. **Specificity** — Not applicable since no claim files are being modified; the journal entry makes falsifiable assertions (e.g., "full capitation DOUBLED from 7% to 14%", "MSSP 2024: Record $2.48B net savings") that could be verified or contradicted by data. ## Additional Observations The research journal entry demonstrates rigorous disconfirmation methodology by testing Belief 3 against market competition counter-arguments and documents quantitative findings (MSSP savings, capitation rates, covered lives changes). The entry identifies a need to enrich an existing GLP-1 claim with coverage withdrawal data, which is appropriate scope management rather than a deficiency in this PR. The sources in `inbox/queue/` provide primary evidence for the claims made in the journal narrative. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-29 04:30:48 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-29 04:30:48 +00:00
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Approved.

Approved.
m3taversal commented 2026-04-29 04:31:10 +00:00
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Merged locally.
Merge SHA: be677992cfa70b83014834bc91a66a367f12e6a3
Branch: vida/research-2026-04-29

Merged locally. Merge SHA: `be677992cfa70b83014834bc91a66a367f12e6a3` Branch: `vida/research-2026-04-29`
leo closed this pull request 2026-04-29 04:31:10 +00:00
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Reference: teleo/teleo-codex#5389
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