Tree of thoughts (TAP) reasoning is used against a targeted LLM like GPT-4 to repetitively try different prompting, assess the results, then if necessary change course if that attempt is not ...

Novel Markov framework breaks complex problems into history-independent "atoms," boosting performance and enabling smaller models to excel in reasoning tasks. FRANCISCO, CA, UNITED STATES, April ...