Flip a Coin per Token to Cut LLM Steering Cost without Losing Control
A new method called Stochastic Token Steering (STS) flips a coin for each token to decide whether to apply a sparse autoencoder steering signal. By intervening on only a fraction of tokens, it keeps most of the control benefits while preserving fluency, cutting the per-token cost dramatically.