Ollaya, Lichen, verdict, and Rizzo Flow are used by changing the base URL. System One Connector does the same for agents and can set TYPESAFE_MODEL when the local server is CLM. The request body — state, model name, and the question map — stays in the System One shape.
A swap still changes answers. Option limits, Noul-only servers, uncalibrated confidence, and a server that ignores API keys are all compatible at the JSON layer and different in behavior. Log the model field that comes back, not the alias you sent.
A local server that reads next-token probabilities from a fine-tuned Spark model and returns Choice, Score, and Noul answers with zero generated tokens.
Maybe I’m just washed, but Jev is beating me at my own game. Built a Krunker-inspired FPS where you 1v1 Jev. Try it out yourself: jev-arcade.vercel.app/duel
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
I turned @typesafeai Jev model into a pixel art model. 256 multiple choice questions, one per pixel, plus refinement passes.
These were the best results out of the bunch I tested.
Code: github.com/Wizhill05/type…
Diogo Almeida
@CompleteSkeptic
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
Zod validates data you already understand.
Jev judges data you don't.
jod is the seam: your state validates locally and for free, every question goes out in one parallel request, and typed answers come back.
github.com/mateonunez/jod
TypeSafe’s new Jev model is fast 🔥 and Agentgateway keeps up!
In minutes, I had Jev running as a prompt guard through Agentgateway, with distributed tracing and cost tracking.
Check out the example below
Example: github.com/agentgateway/a…
Intro to Jev: typesafe.ai/blog/introduci…