Research
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Everything Intel has read, newest first. Each title opens at its original publisher.
- Open Source & Self-Hostable
Open-weight models hit 29% of production AI traffic — on under 4% of the spend
Production traffic says a big slice of the market already moved routine workloads to open-weight models — worth re-checking which of your workloads still need frontier prices.
- Open Source & Self-Hostable
Ollama widens who can self-host: faster attention on older NVIDIA cards + integrated-GPU vision offload
The 'what can I run on my own box' frontier — broader hardware support lowers the bar for teams that want local, private inference instead of a hosted API.
- Open Source & Self-Hostable✓ verified
NVIDIA and Hugging Face open new robot foundation models and frameworks for LeRobot
Open robot foundation models plus shared datasets are to physical AI what open LLMs were to text — the fastest lever for teams that can't afford to collect robot data from scratch.
- Open Source & Self-Hostable✓ verified
Tencent ships Hunyuan Hy3, a 295B open-weights MoE model under Apache 2.0
Another serious, permissively-licensed open-weight model you can actually self-host and fine-tune — widening the field beyond DeepSeek and GLM for anyone evaluating what to run on their own infrastructure.
- Open Source & Self-Hostable
Z.ai's GLM-5.2 ships with permissive MIT open weights
An MIT-licensed model you can run and modify on your own hardware is a real self-hosting option — no per-token bill, no access gate.
- Open Source & Self-Hostable✓ verified
NVIDIA releases Nemotron 3 Ultra — a 550B open-weights model
A frontier-adjacent model you can run yourself narrows the gap between hosted APIs and self-hosted stacks for serious agent work.