CAEL 0.3.9 is released. My non-neural Python assistant still combines symbolic, count and automaton engines. This update focuses on carrying the right request and evidence through a conversation—not a
Why a chat assistant built on a cellular automaton with no neural network is still far behind two 0.6-0.8B Qwen models, the full table, and what I'm changing.
CAEL is an experiment I've been running for a few weeks: a chat assistant with no neural network, no transformer and no embeddings. Its core is an integer cellular automaton. Around it sit symbolic en