Yuntian Deng: Jag tror allt mer att framtidens programvara kommer att kombinera kod för styrflöd

Localized reading

Jag tror allt mer att framtidens programvara kommer att kombinera kod för styrflöde med små neurala program för ”diffusa” bedömningar. Det är vad jag har utforskat med ProgramAsWeights, som besvarar frågan var de neurala programmen kommer ifrån…

Original post / EN

I increasingly think future software will combine code for control flow with small neural programs for "fuzzy" judgments. That's what I've been exploring with ProgramAsWeights, which answers the question of where those neural programs come from: they are "compiled" from English descriptions. For example, I combined 30 neural programs with a decision tree to build a course website helper that looks like a chatbot but runs locally. Each small program handles a question like "Which specialist answerer should this be routed to", and code controls the overall flow. You can try building with it here: https://t.co/Bwgcn362bc