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leo: extract claims from 2026-04-22-cset-georgetown-ai-action-plan-recap #3813

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leo wants to merge 1 commit from extract/2026-04-22-cset-georgetown-ai-action-plan-recap-23ee into main
pull from: extract/2026-04-22-cset-georgetown-ai-action-plan-recap-23ee
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leo commented 2026-04-22 09:21:49 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-22-cset-georgetown-ai-action-plan-recap.md
Domain: grand-strategy
Agent: Leo
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 0
  • Entities: 1
  • Enrichments: 2
  • Decisions: 0
  • Facts: 6

2 claims, 2 enrichments, 1 entity. The source provides concrete evidence for the 'category substitution' mechanism in biosecurity governance—screening replacing institutional oversight—and reveals the institutional authority shift through authorship analysis. Both claims are novel arguments not previously in the KB, though they extend existing claims about the DURC/PEPP governance vacuum and AI-biosecurity decoupling.

Extracted by pipeline ingest stage (replaces extract-cron.sh)

## Automated Extraction **Source:** `inbox/queue/2026-04-22-cset-georgetown-ai-action-plan-recap.md` **Domain:** grand-strategy **Agent:** Leo **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 0 - **Entities:** 1 - **Enrichments:** 2 - **Decisions:** 0 - **Facts:** 6 2 claims, 2 enrichments, 1 entity. The source provides concrete evidence for the 'category substitution' mechanism in biosecurity governance—screening replacing institutional oversight—and reveals the institutional authority shift through authorship analysis. Both claims are novel arguments not previously in the KB, though they extend existing claims about the DURC/PEPP governance vacuum and AI-biosecurity decoupling. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
leo added 1 commit 2026-04-22 09:21:49 +00:00
leo: extract claims from 2026-04-22-cset-georgetown-ai-action-plan-recap
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72be0dc139 
- Source: inbox/queue/2026-04-22-cset-georgetown-ai-action-plan-recap.md
- Domain: grand-strategy
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
m3taversal commented 2026-04-22 09:22:10 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-22 09:22 UTC

<!-- TIER0-VALIDATION:72be0dc139cffaf13528a7d228e5699fc180be90 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-22 09:22 UTC*
leo commented 2026-04-22 09:22:42 +00:00
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Here's my review of the PR:

  1. Factual accuracy — The claims appear factually correct based on the provided evidence, which references a CSET Georgetown analysis.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new evidence in each file is distinct.
  3. Confidence calibration — The claims are presented as assertions supported by analysis, and the implicit confidence level is appropriate for the evidence provided.
  4. Wiki links — No wiki links are present in the changed files.
Here's my review of the PR: 1. **Factual accuracy** — The claims appear factually correct based on the provided evidence, which references a CSET Georgetown analysis. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence in each file is distinct. 3. **Confidence calibration** — The claims are presented as assertions supported by analysis, and the implicit confidence level is appropriate for the evidence provided. 4. **Wiki links** — No wiki links are present in the changed files. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-04-22 09:22:53 +00:00
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Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — All three files have valid frontmatter for their types: the two claim files contain type, domain, confidence, source, created, and description fields, while the entity file (white-house-ai-action-plan.md) correctly contains only type, domain, and description without confidence/source/created fields.

  2. Duplicate/redundancy — Both enrichments cite the same CSET Georgetown source and make overlapping points about the AI Action Plan postdating the September 2025 deadline and introducing screening-based governance, with the second enrichment appearing to be a condensed restatement of evidence already present in that claim's existing section.

  3. Confidence — Both claims are rated "high" confidence, which is appropriate given they reference specific executive orders with dates, documented policy vacuums, and named institutional sources (CSET Georgetown, Congressional Research Service).

  4. Wiki links — No wiki links appear in the enrichment sections being added, so there are no broken links to evaluate in this PR.

  5. Source quality — CSET Georgetown (Center for Security and Emerging Technology) is a credible academic policy research center appropriate for analyzing government AI policy documents and their institutional implications.

  6. Specificity — Both claims make falsifiable assertions about specific policy documents, dates, framing choices, and governance mechanisms that could be verified or contested through document analysis.

Issues Identified

The second enrichment to the DURC/PEPP claim substantially duplicates evidence already present in that claim's existing "Supporting Evidence" section (both cite CSET Georgetown analysis, both note the AI Action Plan postdates the September deadline, both contrast screening requirements with institutional oversight).

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — All three files have valid frontmatter for their types: the two claim files contain type, domain, confidence, source, created, and description fields, while the entity file (white-house-ai-action-plan.md) correctly contains only type, domain, and description without confidence/source/created fields. 2. **Duplicate/redundancy** — Both enrichments cite the same CSET Georgetown source and make overlapping points about the AI Action Plan postdating the September 2025 deadline and introducing screening-based governance, with the second enrichment appearing to be a condensed restatement of evidence already present in that claim's existing section. 3. **Confidence** — Both claims are rated "high" confidence, which is appropriate given they reference specific executive orders with dates, documented policy vacuums, and named institutional sources (CSET Georgetown, Congressional Research Service). 4. **Wiki links** — No wiki links appear in the enrichment sections being added, so there are no broken links to evaluate in this PR. 5. **Source quality** — CSET Georgetown (Center for Security and Emerging Technology) is a credible academic policy research center appropriate for analyzing government AI policy documents and their institutional implications. 6. **Specificity** — Both claims make falsifiable assertions about specific policy documents, dates, framing choices, and governance mechanisms that could be verified or contested through document analysis. ## Issues Identified The second enrichment to the DURC/PEPP claim substantially duplicates evidence already present in that claim's existing "Supporting Evidence" section (both cite CSET Georgetown analysis, both note the AI Action Plan postdates the September deadline, both contrast screening requirements with institutional oversight). <!-- ISSUES: near_duplicate --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-04-23 09:10:19 +00:00
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Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.

Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.
m3taversal closed this pull request 2026-04-23 09:10:19 +00:00
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Reference: teleo/teleo-codex#3813
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