04:00
2026-07-30
machinebrief.com
large-language-models
Knowledge before Reasoning: EC-Reason-Bench, a Training-Free Diagnostic Benchmark for LLM Enzyme Classification
A new diagnostic benchmark, EC-Reason-Bench, reveals that general large language models (LLMs) score near zero on complete enzyme classification (EC) number prediction, with accuracy dropping sharply …