From 7117c61f699f4ea5e16e80ef74dd00061b3dc519 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Thu, 19 Mar 2026 00:31:16 +0000 Subject: [PATCH] extract: 2025-02-00-beers-toner-pet-ai-external-scrutiny Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...-beers-toner-pet-ai-external-scrutiny.json | 27 +++++++++++++++++++ ...00-beers-toner-pet-ai-external-scrutiny.md | 14 +++++++++- 2 files changed, 40 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-02-00-beers-toner-pet-ai-external-scrutiny.json diff --git a/inbox/queue/.extraction-debug/2025-02-00-beers-toner-pet-ai-external-scrutiny.json b/inbox/queue/.extraction-debug/2025-02-00-beers-toner-pet-ai-external-scrutiny.json new file mode 100644 index 00000000..3d7adcb9 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-02-00-beers-toner-pet-ai-external-scrutiny.json @@ -0,0 +1,27 @@ +{ + "rejected_claims": [ + { + "filename": "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 4, + "rejected": 1, + "fixes_applied": [ + "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md:set_created:2026-03-19", + "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md:stripped_wiki_link:voluntary-safety-pledges-cannot-survive-competitive-pressure", + "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md:stripped_wiki_link:only-binding-regulation-with-enforcement-teeth-changes-front", + "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md:stripped_wiki_link:safe-AI-development-requires-building-alignment-mechanisms-b" + ], + "rejections": [ + "privacy-enhancing-technologies-enable-independent-ai-scrutiny-without-ip-compromise-but-legal-authority-to-require-scrutiny-does-not-exist.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-19" +} \ No newline at end of file diff --git a/inbox/queue/2025-02-00-beers-toner-pet-ai-external-scrutiny.md b/inbox/queue/2025-02-00-beers-toner-pet-ai-external-scrutiny.md index f7de0728..30c1b084 100644 --- a/inbox/queue/2025-02-00-beers-toner-pet-ai-external-scrutiny.md +++ b/inbox/queue/2025-02-00-beers-toner-pet-ai-external-scrutiny.md @@ -7,9 +7,13 @@ date: 2025-02-01 domain: ai-alignment secondary_domains: [] format: paper -status: unprocessed +status: null-result priority: high tags: [evaluation-infrastructure, privacy-enhancing-technologies, OpenMined, external-scrutiny, Christchurch-Call, AISI, deployed] +processed_by: theseus +processed_date: 2026-03-19 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 1 claims, 1 rejected by validator" --- ## Content @@ -53,3 +57,11 @@ PRIMARY CONNECTION: [[safe AI development requires building alignment mechanisms WHY ARCHIVED: Provides evidence that the technical barrier to independent AI evaluation is solvable. The key insight — technology ready, legal framework missing — precisely locates the bottleneck in evaluation infrastructure development. EXTRACTION HINT: Focus on the technology-law gap: PET infrastructure works (two deployments), but legal authority to require frontier AI labs to submit to independent evaluation doesn't exist. This is the specific intervention point. + + +## Key Facts +- Helen Toner was Director of Strategy at CISA +- Helen Toner is at Georgetown +- The Christchurch Call is a voluntary initiative +- UK AI Safety Institute has conducted frontier model evaluations using PET infrastructure +- The paper was published February 2025 -- 2.45.2