Sequence sampling biases across taxa — ARCADIA Knowledge Graph

ReasoningCheckpoint·arcadia

Sequence sampling biases across taxa

Unequal sequence sampling in protein databases across the tree of life introduces phylogenetic bias that distorts downstream protein language model fitness evaluations.

Confidence
100%
◑partialactive

Part of Chain

Data leakage and training data biases impact model performance