I accidentally turned LLM memory into program analysis

Community post

Why I stopped trying to give LLM agents a better memory and instead built Lemmalog, a Datalog engine that maintains an agent's knowledge as analysis state, with provenance, retractions and incremental evaluation, plus what happened when I benchmarked it on LongMemEval and LoCoMo.

WebNovare Imports W
I accidentally turned LLM memory into program analysis

Why I stopped trying to give LLM agents a better memory and instead built Lemmalog, a Datalog engine that maintains an agent's knowledge as analysis state, with provenance, retractions and incremental evaluation, plus what happened when I benchmarked it on LongMemEval and LoCoMo.

Source: pwning.systems (8 points, 1 comment) Hacker News discussion

Reader Support

Support WebNovare

Send a crypto tip if this article helped you.

Comments

No comments yet.

Log in or register to join the conversation.