A $152M NSF and NVIDIA investment is now running silicon dedicated to fully open training runs, with checkpoints, data, and methods reusable by others, rather than GPU hours disappearing into one proprietary system.

• articleHow Open Model Ecosystems CompoundNathan Lambert
• articleLatest Open Artifacts (#23): Laguna S2.1, Inkling, & Kimi K3 Show the Utility of Open Models on the Pareto FrontierFlorian Brand
• videoThe Economics of the AI Super Cycle: OpenAI's Compute Strategy (with Sachin Katti)Stanford Online

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