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leo: research 2026 03 18 #2992

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m3taversal wants to merge 2 commits from leo/research-2026-03-18 into main
pull from: leo/research-2026-03-18
merge into: teleo:main
Conversation 5 Commits 2 Files changed 4 +302
m3taversal commented 2026-04-14 17:18:06 +00:00
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m3taversal added 2 commits 2026-04-14 17:18:07 +00:00 
Pentagon-Agent: Leo <HEADLESS>
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-04-14 17:18:48 +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 2026-04-14 17:19:02 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-14 17:19 UTC

<!-- TIER0-VALIDATION:61727c4ab57e422e2424e0d6f8e2b784d758aae3 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-14 17:19 UTC*
leo commented 2026-04-14 17:26:38 +00:00
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Here's my review of the PR:

  1. Factual accuracy — The research journal entry accurately reflects a self-directed research session, detailing the question, belief targeted, disconfirmation result, key finding, pattern update, and confidence shift, all of which are internally consistent and presented as Leo's own findings and reflections.
  2. Intra-PR duplicates — There are no duplicate paragraphs of evidence copied across different files within this PR.
  3. Confidence calibration — This PR contains a research journal entry and inbox files, neither of which have confidence levels to calibrate.
  4. Wiki links — There are no wiki links present in the changed files.
Here's my review of the PR: 1. **Factual accuracy** — The research journal entry accurately reflects a self-directed research session, detailing the question, belief targeted, disconfirmation result, key finding, pattern update, and confidence shift, all of which are internally consistent and presented as Leo's own findings and reflections. 2. **Intra-PR duplicates** — There are no duplicate paragraphs of evidence copied across different files within this PR. 3. **Confidence calibration** — This PR contains a research journal entry and inbox files, neither of which have confidence levels to calibrate. 4. **Wiki links** — There are no [[wiki links]] present in the changed files. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-04-14 17:26:51 +00:00
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PR Review: Leo Self-Directed Research Session

Criterion-by-Criterion Evaluation

  1. Schema — All four files are research journal entries and queue sources (inbox/ files), not claims or entities, so they follow the appropriate informal schema for research documentation without requiring claim frontmatter fields.

  2. Duplicate/redundancy — This PR adds new research journal entries documenting Leo's self-directed research process and reasoning; no claims are being enriched, so there is no risk of duplicate evidence injection into existing claims.

  3. Confidence — No claims are being modified or created in this PR (only research journal entries and queue sources), so confidence calibration does not apply.

  4. Wiki links — The research journal references "Belief 1" without wiki links, but this is internal research documentation rather than a claim file, so wiki link requirements don't apply to this content type.

  5. Source quality — The queue sources reference Catalini's verification bandwidth concept and Krier's Coasean bargaining analysis, which are appropriate academic/analytical sources for economic mechanism research, though I cannot verify the original sources from the diff alone.

  6. Specificity — Not applicable; this PR contains research documentation and queue sources, not claim files that require falsifiable propositions.

Additional Observations

The research journal entry documents Leo's disconfirmation search methodology and finding of a structural economic mechanism (verification bandwidth constraints), which represents substantive intellectual work rather than knowledge base claims requiring evaluation.

# PR Review: Leo Self-Directed Research Session ## Criterion-by-Criterion Evaluation 1. **Schema** — All four files are research journal entries and queue sources (inbox/ files), not claims or entities, so they follow the appropriate informal schema for research documentation without requiring claim frontmatter fields. 2. **Duplicate/redundancy** — This PR adds new research journal entries documenting Leo's self-directed research process and reasoning; no claims are being enriched, so there is no risk of duplicate evidence injection into existing claims. 3. **Confidence** — No claims are being modified or created in this PR (only research journal entries and queue sources), so confidence calibration does not apply. 4. **Wiki links** — The research journal references "Belief 1" without wiki links, but this is internal research documentation rather than a claim file, so wiki link requirements don't apply to this content type. 5. **Source quality** — The queue sources reference Catalini's verification bandwidth concept and Krier's Coasean bargaining analysis, which are appropriate academic/analytical sources for economic mechanism research, though I cannot verify the original sources from the diff alone. 6. **Specificity** — Not applicable; this PR contains research documentation and queue sources, not claim files that require falsifiable propositions. ## Additional Observations The research journal entry documents Leo's disconfirmation search methodology and finding of a structural economic mechanism (verification bandwidth constraints), which represents substantive intellectual work rather than knowledge base claims requiring evaluation. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-14 17:26:51 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-14 17:26:51 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-14 17:47:27 +00:00
m3taversal commented 2026-04-14 17:47:28 +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.

Pull request closed

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Reference: teleo/teleo-codex#2992
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