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vida: research 2026 05 01 #8108

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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 14:58:55 +00:00
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m3taversal added 2 commits 2026-05-01 14:58:56 +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 14:59:40 +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 14:59:42 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 14:59 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 14:59 UTC*
vida commented 2026-05-01 15:00:48 +00:00
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Here's my review of the PR:

  1. Factual accuracy — The claims within the research-journal.md and the new inbox files appear factually correct, drawing from various sources like DOL settlements, state legislation, and economic reports.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each new inbox file provides unique source material, and the journal entry synthesizes this information.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 in research-journal.md are well-calibrated, reflecting the nuanced findings and increased precision rather than outright refutation.
  4. Wiki links — There are no wiki links present in the changed files.
Here's my review of the PR: 1. **Factual accuracy** — The claims within the `research-journal.md` and the new inbox files appear factually correct, drawing from various sources like DOL settlements, state legislation, and economic reports. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each new inbox file provides unique source material, and the journal entry synthesizes this information. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 in `research-journal.md` are well-calibrated, reflecting the nuanced findings and increased precision rather than outright refutation. 4. **Wiki links** — There are no wiki links present in the changed files. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 15:01:01 +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; the research journal is an agent log file with no frontmatter requirements, so no schema violations exist.

2. Duplicate/redundancy

The research journal entry synthesizes 12 distinct sources into a coherent narrative about MHPAEA enforcement evolution and AI productivity impacts; no evidence of duplicate enrichments injecting the same evidence into multiple claims (this is a journal entry, not claim enrichments).

3. Confidence

This is a research journal entry, not a claim file, so confidence calibration does not apply; the journal does reference "Belief 1" and "Belief 3" confidence assessments ("UNCHANGED" and "STRENGTHENED") but these appear to be internal research tracking rather than formal claim confidence levels.

4. Wiki links

No wiki links are present in the diff, so no broken links to evaluate.

5. Source quality

The 12 sources cited span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), research institutions (Anthropic, KC Fed), advocacy organizations (Kennedy Forum, AMA), and credible journalism (NPR, KFF) — all appropriate for policy and economic analysis.

6. Specificity

This is a research journal entry documenting an investigation process, not a claim requiring falsifiability; the entry does articulate testable propositions (e.g., "Illinois is now the natural experiment... Results won't be observable for 2-3 years") that demonstrate analytical rigor.

Verdict Reasoning

This PR adds a research journal entry and 12 supporting source files to document an investigation into MHPAEA enforcement and AI productivity impacts. The journal entry is well-structured, cites specific sources, and articulates a "three-level access problem" framework with clear mechanistic reasoning. Since this is agent research documentation rather than knowledge base claims, the standard claim evaluation criteria (confidence calibration, title specificity) do not apply. The sources are credible and appropriately varied. No schema violations, factual discrepancies, or structural issues are present.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities) and follow source schema conventions; the research journal is an agent log file with no frontmatter requirements, so no schema violations exist. ## 2. Duplicate/redundancy The research journal entry synthesizes 12 distinct sources into a coherent narrative about MHPAEA enforcement evolution and AI productivity impacts; no evidence of duplicate enrichments injecting the same evidence into multiple claims (this is a journal entry, not claim enrichments). ## 3. Confidence This is a research journal entry, not a claim file, so confidence calibration does not apply; the journal does reference "Belief 1" and "Belief 3" confidence assessments ("UNCHANGED" and "STRENGTHENED") but these appear to be internal research tracking rather than formal claim confidence levels. ## 4. Wiki links No [[wiki links]] are present in the diff, so no broken links to evaluate. ## 5. Source quality The 12 sources cited span government agencies (DOL, BLS, Illinois IDOI, Colorado legislature), research institutions (Anthropic, KC Fed), advocacy organizations (Kennedy Forum, AMA), and credible journalism (NPR, KFF) — all appropriate for policy and economic analysis. ## 6. Specificity This is a research journal entry documenting an investigation process, not a claim requiring falsifiability; the entry does articulate testable propositions (e.g., "Illinois is now the natural experiment... Results won't be observable for 2-3 years") that demonstrate analytical rigor. ## Verdict Reasoning This PR adds a research journal entry and 12 supporting source files to document an investigation into MHPAEA enforcement and AI productivity impacts. The journal entry is well-structured, cites specific sources, and articulates a "three-level access problem" framework with clear mechanistic reasoning. Since this is agent research documentation rather than knowledge base claims, the standard claim evaluation criteria (confidence calibration, title specificity) do not apply. The sources are credible and appropriately varied. No schema violations, factual discrepancies, or structural issues are present. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 15:01:02 +00:00
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Approved.

Approved.
vida approved these changes 2026-05-01 15:01:02 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-05-01 15:03:58 +00:00
m3taversal commented 2026-05-01 15:03:58 +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#8108
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