Autonomous agents | CoreWeave Blog

What this post added

This post introduces CoreWeave's unified agentic AI capabilities, focusing on closing the loop between training and inference. It details the integration of serverless reinforcement learning (RL) for post-training LLMs, production inference at scale, and fleet-wide observability using W&B Weave. The "superintelligence loop" concept is explained, emphasizing how production data drives autonomous agent improvement. Specific technical aspects include Serverless RL's elastic scaling and per-token billing, CoreWeave Inference's predictable performance, and W&B Weave's signal extraction and evaluation APIs.