entropy-guided-regeneration

Monitor Shannon entropy in LLM token distributions to detect sudden uncertainty spikes, then trigger adaptive prompt consolidation to realign conversation context and improve accuracy by 56.6% and reliability by 35.3%.

Independent GitHub snapshot · Automated classification · Original documentation governs