@yuntiandeng describes ProgramAsWeights: small neural programs for fuzzy judgments, compiled from English descriptions, combined with code for control flow. One example joins 30 programs and a decision tree into a course-website helper that looks like a chatbot but runs locally, including a question such as which specialist should receive the query.

Yuntian Deng (@yuntiandeng) published this on 2026-09-16. @yuntiandeng describes ProgramAsWeights: small neural programs for fuzzy judgments, compiled from English descriptions, combined with code for control flow. One example joins 30 programs and a decision tree into a course-website helper that looks like a chatbot but runs locally, including a question such as which specialist should receive the query. I increasingly think future software will combine code for control flow with small neural programs for "fuzzy" judgments. The post does not describe a TypeSafe System One call, a noul, choice, or score example, or an API key step. The post does not name a separate audience. It is for people reading what @yuntiandeng shows here (it links to programasweights.com; it quotes @CompleteSkeptic; it includes media).