Chip Huyen(@chipro):Interesting approach. Models can't output freeform text but can choose from a set of predefined values. Could be useful for data labeling and tasks with a fixed list of possible actions. Unclear how reasoning would work though, but it's super cheap (output tokens are free!)

2026.09.15 21:56

Interesting approach. Models can't output freeform text but can choose from a set of predefined values. Could be useful for data labeling and tasks with a fixed list of possible actions. Unclear how reasoning would work though, but it's super cheap (output tokens are free!)

Diogo Almeida@CompleteSkeptic

2026.09.15 18:17

After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution