# After TypeSafeAI's decision model Jev goes viral, why does the physical world need on-device streaming multimodal decision-making?

- Source: 36Kr Embodied Intelligence
- Published: 2026-11-04T14:00:00.000Z
- RoboHot: https://robohot.news/en/items/brmoq77z1hhb5wc5z9b8hmc1z
- Original: https://36kr.com/p/4055330063766663?f=rss

## Summary

TypeSafeAI released the decision model Jev, which outputs only yes/no, option numbers, or probability scores. Within weeks of launch, users exceeded one million, about one-third of Fortune 500 companies began using it, and its valuation rose from about $200 million to $7.5 billion in 24 days.