jaredpalmer/kev

tiny Jev-like family of decision models built on top of Qwen3.5 you can train and run on your own

Zhuokai Zhao on Twitter / X

Tons of interesting things in the Kimi K3 tech report — here are five algorithm-side techniques that I think either I've never seen before or simply deserve more attention than they're getting.1/ They open-sourced the model but kept the speculative decoding draft model, which…— Zhuokai Zhao (@zhuokaiz) July 30, 2026

kerpopule/hermes-jev-skills

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

Kasper Marx Andersen on Twitter / X

I have been thinking a lot about fast decision models the last couple of weeks since Jev launched. I wanted to take OpenAI's decisions api for a spin and made a simple document writer.It reads as I write and decides whether I’m writing or prompting. That means I can prompt… https://t.co/M8Ap0aApXs pic.twitter.com/YX0WZHC2tJ— Kasper Marx Andersen (@KaAnDK) October 7, 2026

GitHub - AbdelStark/jev-benchmarks at 0d610cc53e79bcbec691312b0c4adb4a0e371642

Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks. - AbdelStark/jev-benchmarks

Show me the data - Design Notes

12britz/awesome-free-models

A curated list of free AI models, APIs, and tools you can use without paying a cent.

Cosmik Lab Notes 003: Semble Updates - Discover, Collection Preview, Sorting, and more - Cosmik Labs

An overview of some recent enhancements to Semble (with a poll for next features!)

Jev introduces a new shape of LLM—System One, aka Decision Models

Last week TypeSafe AI unveiled Jev, their first example of a new category of model that they are calling “System One models” (I’m with Maggie Appleton, I think “decision models” …

Models

Amp uses the best model for each task: leading generalist foundation models for complex reasoning and planning, and smaller specialized models for fast, accurate responses in specific domains.

Charting and Navigating Hugging Face's Model Atlas

Charting and Navigating Hugging Face's Model Atlas: an interactive visualization and analysis tool for exploring large-scale AI model repositories. The atlas maps model relationships, and helps identify trends and fill in undocumented regions using structural patterns in the data.

On Kimi K3: Its Capabilities And Related Discontents

Kimi K3 is a very good model with excellent benchmarks.

Models.dev — An open-source database of AI models

Models.dev is a comprehensive open-source database of AI model specifications, pricing, and features.