InferenceChain·arcadia

Signatures of nonindependence affect biological foundation models

Reasoning that data leakage and pseudoreplication create observable performance biases in biological foundation models like protein language models, as a signature of evolutionary nonindependence effects.

Confidence
80%
partialactivecomplexity: mid

Source

Synthesis for current paper