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Safety first: input screening for protein design tools

2026-08-07

Abstract excerpt

As biological AI models become more powerful, practical biosecurity approaches are needed to support beneficial applications while reducing misuse risks. Sequence-similarity-based screening approaches are no longer adequate to safeguard biological AI models because these models can design molecules with novel sequences and structures. Therefore, a screening approach that takes function into account is needed. To a...

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Identifiers and source

Literature Corpus work
0e51039b-9398-57bf-8d67-6a3640039258
DOI
10.64898/2026.08.04.740855
Open publication

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Safety first: input screening for protein design toolsDOI 10.64898/2026.08.04.740855
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