Developer Builds Language Model from Boolean Logic with Microsecond CPU Inference

A developer shared an unconventional experiment building a language model from Boolean logic, training a reinforcement-learning "decision model" as a generative grammar conditioned on target neurons. Training is extremely slow, but a single-threaded CPU forward pass takes only microseconds.

2026-10-23 ~ 2026-10-23 · 3 related posts

• Experimental boolean-logic LM: microsecond forward pass on one CPU thread, but painfully slow training — cephaloform · 2026-10-23
• Dev trains boolean-logic LM with microsecond forward passes on a single CPU thread — cephaloform · 2026-10-23
• Experiments with an RL-trained boolean-logic LM: microsecond forward passes on one CPU thread — cephaloform · 2026-10-23