Research

Analysis of academic and industrial research: relevant papers, technological breakthroughs, and emerging directions in AI.

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Constitutional AI: A Guide for Claude Users

Claude alternates between absurd refusals and risky responses. Constitutional AI shows how to manage overrefusal, sycophancy, and linguistic vulnerabilities in deployments.