Models & Labs
Open-weight models you can actually run — licensing reality, hardware requirements and where they close the gap on frontier models.
Llama, Mistral, Qwen, DeepSeek and Gemma dominate the open-weight landscape, but their licenses differ sharply. Here is what each family is good for, what the license actually permits, and what hardware you need.
We help companies pick the right AI tools, wire them into existing systems and avoid the ones that quietly do not scale. Tell us what you are trying to build and we will tell you what we would use — no charge for the conversation.
The AI signal without the hype — new models, tools worth your time and what actually shipped. One email, no vendor pitches.