Self-taught hobbyist claims his 'LISL Method' makes local LLMs loop and self-check outputs

MammothTreat6751 · reddit · 2026-11-16

A hobbyist with no prior local-LLM experience shares his self-devised 'LISL Method': treating LLMs as pure processors, he uses LM Studio with small models and a BASIC-like instruction structure to trigger self-correcting loops, layering models so higher-tier models vet the outputs of lower ones.

He claims efficiency trended upward against expectations and says documentation suggested this was impossible. The post explicitly asks for professional scrutiny and the method is unverified.

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