04:00
2026-10-08
arxiv.org
machine-learning
Same Text, Different Prediction: Serving-Context Nondeterminism in Text Classifiers
A systematic study of 180 text-classifier models found that serving-context changes alone can shift up to 56.7 percentage points of predicted probability mass under bf16, even when the checkpoint and …