Giving up text generation is a worthwhile trade for guaranteed structured output

Artificial intelligence research, products, and impact across society.

A class of AI models introduced by TypeSafe AI that output typed, probabilistic decisions in parallel instead of generating text token by token, designed for fast, structured decision-making inside software systems. Named after Kahneman's fast, intuitive "System 1" thinking.