You can turn any sufficiently smart LLM into yes/no decision model or equivalent. I already have an existing workflow with a two paragraph detailed prompt, that sends pages of stuff to an LLM and asks it to return only 7 JSON objects. Several of those objects are binary "yes or no" choices of like, whether the content contains certain things.
You can even do it with small not particularly hard to host local LLMs like a variant of Qwen 3.6 35B A3B or 3.8 27B.
But does it always 100% of the time sticks to the schema? We have a prompt that is explicitly instructed to return a single html tag with the response inside it and it sometimes hallucinates
walrus01 · · focus · HN ↗
You can even do it with small not particularly hard to host local LLMs like a variant of Qwen 3.6 35B A3B or 3.8 27B.
opiotrek · · focus · HN ↗
StevenWaterman · · focus · HN ↗