Biological Chain-of-Thought

An approach that transfers the Chain-of-Thought reasoning mechanism to the biology domain, enabling AI to simulate a biologist's step-by-step reasoning when designing genomes or predicting biological functions. Known biological prior knowledge is encoded into the reasoning process, aligning model decisions more closely with real biological causal chains.