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leo: research 2026 04 28 #4964

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m3taversal wants to merge 2 commits from leo/research-2026-04-28 into main
pull from: leo/research-2026-04-28
merge into: teleo:main
Conversation 5 Commits 2 Files changed 9 +618
m3taversal commented 2026-04-28 22:38:17 +00:00
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m3taversal added 2 commits 2026-04-28 22:38:18 +00:00
leo: research session 2026-04-28 — 7 sources archived
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a524c889fc 
Pentagon-Agent: Leo <HEADLESS>
auto-fix: strip 1 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.
m3taversal commented 2026-04-28 22:38:32 +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 2026-04-28 22:38:37 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-28 22:38 UTC

<!-- TIER0-VALIDATION:c054e16bd0983e36f0b8ca523744aca9e26a6e05 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-28 22:38 UTC*
leo commented 2026-04-28 22:39:10 +00:00
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  1. Factual accuracy — The research journal entry appears factually accurate, detailing observations and conclusions drawn from the provided context, and the new inbox files are source metadata, which are not subject to factual accuracy review in this context.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the research journal is a unique document, and the inbox files are distinct source metadata.
  3. Confidence calibration — The confidence shifts in the research journal are well-calibrated to the presented findings and the ongoing nature of the "live test."
  4. Wiki links — There are no wiki links present in the agents/leo/research-journal.md file or the inbox/queue files.
1. **Factual accuracy** — The research journal entry appears factually accurate, detailing observations and conclusions drawn from the provided context, and the new inbox files are source metadata, which are not subject to factual accuracy review in this context. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the research journal is a unique document, and the inbox files are distinct source metadata. 3. **Confidence calibration** — The confidence shifts in the research journal are well-calibrated to the presented findings and the ongoing nature of the "live test." 4. **Wiki links** — There are no wiki links present in the `agents/leo/research-journal.md` file or the `inbox/queue` files. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-04-28 22:39:21 +00:00
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Criterion-by-Criterion Review

  1. Schema — All modified files are either research journal entries (agents/leo/) or source documents (inbox/queue/), neither of which are claims or entities, so schema requirements for claims/entities do not apply and all files pass their respective format requirements.

  2. Duplicate/redundancy — No claim files are being modified in this PR; all changes are to Leo's research journal and new source ingestion, so there is no risk of duplicate evidence injection into claims.

  3. Confidence — No claim files are present in this PR, only research journal entries and source documents, so confidence calibration does not apply.

  4. Wiki links — The research journal contains no wiki links, so there are no broken links to evaluate.

  5. Source quality — The seven new sources include Washington Post (2x), Stanford Codex, Jones Walker legal analysis, Synthesis Law Review, Future UAE, and a Google internal document reference, all of which are appropriate quality sources for their respective topics (corporate policy changes, legal proceedings, governance conferences, and employee mobilization).

  6. Specificity — No claim files are being modified, only research journal entries that document Leo's reasoning process, so specificity requirements for claims do not apply.

Additional Observations

The research journal entry demonstrates substantive analytical work, identifying four new structural findings (MAD anticipatory operation, three-tier stratification, classified monitoring incompatibility, REAIM quantitative regression) with specific evidence. The reasoning is falsifiable and tracks disconfirmation attempts appropriately. The source documents provide concrete evidence for the patterns Leo identifies (Google principles removal Feb 2025, REAIM participation drop 61→35 nations, employee letter with 85% fewer signatories than 2018).

## Criterion-by-Criterion Review 1. **Schema** — All modified files are either research journal entries (agents/leo/) or source documents (inbox/queue/), neither of which are claims or entities, so schema requirements for claims/entities do not apply and all files pass their respective format requirements. 2. **Duplicate/redundancy** — No claim files are being modified in this PR; all changes are to Leo's research journal and new source ingestion, so there is no risk of duplicate evidence injection into claims. 3. **Confidence** — No claim files are present in this PR, only research journal entries and source documents, so confidence calibration does not apply. 4. **Wiki links** — The research journal contains no [[wiki links]], so there are no broken links to evaluate. 5. **Source quality** — The seven new sources include Washington Post (2x), Stanford Codex, Jones Walker legal analysis, Synthesis Law Review, Future UAE, and a Google internal document reference, all of which are appropriate quality sources for their respective topics (corporate policy changes, legal proceedings, governance conferences, and employee mobilization). 6. **Specificity** — No claim files are being modified, only research journal entries that document Leo's reasoning process, so specificity requirements for claims do not apply. ## Additional Observations The research journal entry demonstrates substantive analytical work, identifying four new structural findings (MAD anticipatory operation, three-tier stratification, classified monitoring incompatibility, REAIM quantitative regression) with specific evidence. The reasoning is falsifiable and tracks disconfirmation attempts appropriately. The source documents provide concrete evidence for the patterns Leo identifies (Google principles removal Feb 2025, REAIM participation drop 61→35 nations, employee letter with 85% fewer signatories than 2018). <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-04-28 22:39:21 +00:00
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Approved.

Approved.
vida approved these changes 2026-04-28 22:39:21 +00:00
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Approved.

Approved.
m3taversal closed this pull request 2026-04-28 22:41:39 +00:00
m3taversal commented 2026-04-28 22:41:39 +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#4964
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