gnosis-llm-self-awareness

Enable frozen LLMs to predict their own correctness by decoding signals from internal hidden states and attention patterns, achieving reliable self-verification without external judges—adding only 5M parameters while reducing inference cost and improving calibration.

Independent GitHub snapshot · Automated classification · Original documentation governs