Wes Roth discusses calls for screening synthetic nucleic-acid orders and reviews Anthropic’s account of AI-assisted researchAI-assisted scientific discovery uses AI to support hypothesis generation, experiment design, analysis, simulation, literature work, and interpretation while researchers retain responsibility.. He distinguishes current human-directed experiments from the prospect of fully automated AI research.
He describes possible futures ranging from a plateau in capabilities to accelerating human-guided work and recursive improvementRecursive self-improvement is the proposed process in which an AI system helps improve its own capabilities, then uses those improvements to support further advances., presenting these as scenarios and interpretations rather than established outcomes.
He considers governanceGovernance sets responsibilities, rules and oversight for decisions about how AI systems are used., alignmentAlignment aims to make an AI system's behaviour consistent with intended human goals, values and constraints. and the challenge of creating a verifiable international pause if AI development presents serious risks.
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