







people and planet need open models to win
Open models in perpetual catch-up
The open-closed gap, distillation, innovation timescales, how open models win, specialized models, what’s missing, etc.

Open and closed models are on different exponentials
Where marginally higher intelligence drives value, and where it doesn't.

8 Graphs Telling Today's Story of Open Models
Latest open artifacts (#23): Laguna S2.1, Inkling, & Kimi K3 show the utility of open models on the Pareto frontier
Capacity to train strong models is proliferating.

Open models by OpenAI
Advanced open-weight reasoning models to customize for any use case and run anywhere.

Open Models Inference for Coding · Umans AI
Hosted Kimi K3, GLM 5.2, and DeepSeek V4 Flash. Pay per token, on infrastructure we own.

The ATOM Project - American Truly Open Models
Reinvigorating AI research in the U.S. by building leading, open models in America

Dean Ball on open models and government control
Subtle precedents on the future of open models set by the unfolding Anthropic v. Department of War case.

gpt-oss:120b
OpenAI’s open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases.

gpt-oss:20b
OpenAI’s open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases.

Introducing LM Studio Bionic: the AI agent for open models
The AI agent made for open models, built to get things done.

The case for a validity layer in life science research
When OpenAI recently announced that one of its models had disproved a long-standing conjecture in discrete geometry, the scientific community took notice...

The State of Open Models
8 plots that explain the state of open models
Measuring the impact of Qwen, DeepSeek, Llama, GPT-OSS, Nemotron, and all of the new entrants to the ecosystem.
