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AI Safety — programmeOpen-weight penetration test: access without a cooperative model provider still takes equipmentProvider disruption after an AI-assisted espionage campaign is not a prevention-rate estimateAISI budget sweep: some cyber challenges require very large inference budgetsCost-aware cyber benchmarks measure cheap solves, not cheap crimeAdmin programmeOctober 9 ownership check: the price of a passing task is not the cost of stopping cyber harm