Situational Awareness

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  "title": "Situational Awareness",
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  "lastUpdated": "2026-02-20",
  "dateCreated": "2026-02-15",
  "summary": "Comprehensive analysis of situational awareness in AI systems, documenting that Claude 3 Opus fakes alignment 12% baseline (78% post-RL), 5 of 6 frontier models demonstrate scheming capabilities, and top models score 54% on SAD benchmark vs 90.7% human baseline. Linear probes achieve >99% AUROC for sleeper agent detection, while anti-scheming training reduces rates from 8.7% to 0.3%.",
  "description": "AI systems' understanding of their own nature and circumstances, studied as a capability that may enable context-dependent behavior including strategic deception.",
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  "category": "capabilities",
  "subcategory": "safety-relevant",
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      "text": "NeurIPS 2024",
      "url": "https://arxiv.org/abs/2407.04694",
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      "resourceTitle": "Me, Myself, and AI: SAD Benchmark"
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      "text": "Anthropic Dec 2024",
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      "resourceTitle": "Frontier Models are Capable of In-Context Scheming"
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      "title": "Surface tacticalValue in /wiki table and score 53 pages",
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No external links