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CART proposes using each failure to guide the next AI safety test

CART proposes using each failure to guide the next AI safety test

The preprint describes an adaptive red-teaming method that uses the results of each test to choose what to explore next. Its authors report finding more failures than static replay of seed tests across three evaluation families, but the summary does not quantify the advantage or show that it translates into the frequency of real-world incidents.

The AI Act’s transitional regime does not expire on 2 December: what Article 50 actually requires of systems already placed on the market

The AI Act’s transitional regime does not expire on 2 December: what Article 50 actually requires of systems already placed on the market

Based on the institutional information provided, 2 December 2026 is not the end date of the exception for technical marking of certain AI systems already placed on the market. The issue requires distinguishing the general application of transparency obligations, the specific exception for detectable marking, and the separate tasks of providers and deployers.