Introducing System One Models & Jev - TypeSafe AI Blog

kept by kotsakis sep 23

TypeSafe AI releases Jev, a System One model that provides structured, hallucination-free decisions at sub-500ms speeds, aiming to replace LLMs for automation workflows.

Jev, Prolog, Pi, and the dream of probabilistic logic programming
The integration of Jev with DeepClause and its Pi extension enables scalable probabilistic logic programming for expert‑system applications like SOP2AGENT.
also on Typesafe.ai, Jev, #ai-integration, #developer-tools
tokens too cheap to meter
The price of running machine‑learning intelligence is falling by orders of magnitude yearly, making AI tokens as cheap as electricity and enabling pervasive local and hosted AI use.
also on Typesafe.ai, Jev, #automation, #ai, #developer-tools
Jev means structured output is interesting again
The author contends that Jev’s speed comes from simple single‑token structured output, suggesting the technique is easily replicable and not a major breakthrough.
also on Jev, #ai-integration, #ai, #developer-tools
Jev is an honest game changer.
Jev, a constrained decision model, matched Grok's 89.6% accuracy on 48 game questions while cutting latency 84% and cost 88.5% by using a selective Gemini fallback.
also on Jev, #ai-integration, #developer-tools