Federation is nearly free, reasoning is not: tradeoffs for AI co-scientists in protein characterization workflows
Read the original at arxiv.org→arXiv:2608.25215v1 Announce Type: new Abstract: Natural language driven autonomous co-scientist workflows involve a fundamental trade-off between flexibility and reasoning at the expense of determinism,...
Original headline: "Federation Is Nearly Free, Reasoning Is Not: Tradeoffs for AI Co-Scientists in Protein Characterization Workflows"
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- Aug 27, 04:00 UTC arXiv cs.AI lead source Federation Is Nearly Free, Reasoning Is Not: Tradeoffs for AI Co-Scientists in Protein Characterization Workflows