Sanger Institute Director: AI-Accelerated Science Faces Institutional, Not Just Technical, Bottlenecks

ersatzben · x · 2026-11-06

Wellcome Sanger Institute Director Matthew Hurles reflects on the AI revolution in science, confident of three things: it is disruptive in breadth and depth, rapid, and uncertain.

He urges the research community to complement optimism about 10-100x acceleration and "curing all diseases" with clear-eyed discussion of real bottlenecks: some physical and solvable by technology, others psychological, sociological and institutional, which technological solutions alone cannot fix. He warns there is a real risk that the existing diversity of scientific institutions is insufficient for society to adapt as rapidly and successfully as we would like, and maps how different scientific pipelines share some tasks (ideation, funding, analysis, publication) but diverge on experimentation, regulatory approvals and resource access.

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