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Hosseini: Anthropic’s molecular biology lab shows why AI-directed research needs oversight

That same day, Anthropic revealed that it had been operating a molecular biology lab in the Bay Area since spring 2026. It also announced the lab’s first discovery — a previously unknown enzyme system. An AI-powered molecular biology lab with an unclear focus, access to reagents, and the potential to become an AI-directed robotic lab unit should frighten us. Why? Because AI tools remain demonstrably difficult to control. Industry laboratories, however, are governed primarily by internal policies and align with corporate incentives. The public has little visibility into who approves experiments, how hazards are assessed, which failures are reported or whether financial interests affect decisions. Even after repeated calls by academics, research conducted in industries still remains under-regulated. Anthropic said its Bay Area facility resembles a typical molecular biology lab, conducts…

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