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How far can a non-neural assistant get with web search?

CAEL is an assistant I build that uses no neural network when it runs. It is a set of small engines: counted language models, cellular automata, symbolic solvers for logic and arithmetic, a bounded Python interpreter and local Wikipedia retrieval. Version 0.3.2 adds one more: when CAEL doesn't know…

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  1. 2026-10-25 18:20 · DEV Community — Machine Learning
    How far can a non-neural assistant get with web search?

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