2 papers
cs.AI2026
BenchBench-Cloning: Evaluating Molecular Cloning Design and Protocol Development
Aditya Sivakumar, Peter Ciaccia, Hassaan Qadir +2
Molecular cloning is one of the most routine wet-lab workflows, yet existing evaluations of language models in biology mostly test knowledge recall or isolated steps rather than en…
cs.AI2026
BenchBench-Protocol: Evaluating Real-World Wet-Lab Protocol Reasoning and Modification
Aditya Sivakumar, Ashu Singhal, Nicholas Larus-Stone +1
We introduce BenchBench-Protocol, a benchmark for large language models of 149 protocol-modification tasks recovered from modifications that scientists made to published protocols…