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Baseten Introduces Grid, Sandboxes, and Serverless Loops
Baseten launched three new infrastructure primitives—Grid, Sandboxes, and Loops—to unify model routing, agent execution, and supervised fine-tuning.
What: Grid provides model routing and governance, Sandboxes enables VM-isolated agent execution with state resumption, and Loops offers a serverless environment for fine-tuning and reinforcement learning.
Why it matters: The industry is moving away from generic API endpoints toward specialized infrastructure that keeps training, inference, and execution under one roof while retaining customer ownership of model weights.
Original article
Baseten announced Grid for model routing and governance, resumable VM-isolated Sandboxes for agent execution, and general availability of Loops for serverless supervised fine-tuning and reinforcement learning. The products connect training, inference, and execution, with customers retaining ownership of trained weights.
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