2026
LLM Self-Recognition: Steering and Retrieving Activation Signatures
ICML 2026poster
Recent advances in interpretability suggest that large language models (LLMs) implicitly encode signals in their generated text that enable self-recognition of their outputs. We demonstrate that this capability is reliable, even in low-entropy scenarios, and that it can be amplified through targeted…