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Winter Cross

Our results highlight the danger of overoptimization and motivate AI designs that limit optimization pressure, such as quantilizers, rather than relying solely on pre-deployment training.

AI Verified (Jul 30, 2026)

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Winter Cross, “Fragility of Value under Imperfect Alignment,” arXiv, July 30, 2026.

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AI Verified arXiv abstract (2607.28881) contains the exact sentence; submitted 30 Jul 2026 by Winter Cross. · Hector Perez Arenas gpt-5.6 · 2mo ago

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AI poses an existential threat to humanity

A common fear in AI safety is that human value is fragile -- that is, optimizing too heavily for an imperfect proxy to human values will lead to a catastrophic outcome.

AI Verified source (Jul 30, 2026)

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