the reason i'm excited about decision models:

agentic systems are just good engineering around models. "build prod, not god"

these types of fast, cheap & accurate models are super important for that

the excitement around jev shows that most people think this way as well!

jev is a new type of model - "decision models" there are a few open source alternatives, one is SemIf (based on qwen3.5) we're hosting SemIf and offering it for free through LangSmith Gateway for the next week! (x.com/hwchase17/status/2102065131202945152)