Model News
Every Model News post, published by AI360Xpert.
Model NewsAgents Don't Need Prose: Why Jev is the First True System One Model
TypeSafe AI's new Jev model abandons text generation entirely, delivering 40x faster typed decisions without the hallucination risk of standard LLMs.
Model NewsThe Open-Weight Landscape in 2026
The gap between closed and open-weight models is basically gone. Here is what that means for developers.
Model NewsFP8 Training Is Not Free
The throughput number hides the numerics work. Why FP8 training requires more than just flipping a flag.
Model NewsOne Number Is Not A Result
Why two models scoring 91% on a benchmark are often making entirely different claims about their capabilities.
Model NewsWhy You Should Ditch the API: The Top Open-Source LLMs for Local Inference
Running LLMs locally isn't just a gimmick anymore. With the latest small-parameter models, local inference offers real privacy and zero latency costs.
Model NewsThe Multi-Modal Future Is Already Here
We no longer live in a world of siloed text or image models. Multi-modal AI is fundamentally changing how we interact with technology.
Model NewsSynthetic Data is No Longer a Fallback
We used to treat synthetic data as a poor substitute when real data was scarce. Now, it's the primary engine for advanced model alignment and reasoning.
Model NewsBuild Your Own System 1 Router Capstone
A practical guide to building your own System 1 router using Convai's Laya. From data distillation to RLCD calibration and production deployment.
Model NewsThe Rise of System 1 Models: Laya vs. Jev
Convai ships Laya, an open-weights System 1 router rivaling TypeSafe's Jev. Here is why the agent stack is moving to fast, non-generative decision models.