Note
Reading Benchmark Contamination off the Residual Stream: Excess Separability
A nuisance-controlled residual-stream probe detects benchmark contamination from internal activations alone — no training corpus, no reference-model retraining — and is reported to survive RL post-training that erases the behavioral signals earlier detectors rely on. Researcher Florian Braun documents both what the protocol measures and where it refuses to claim.