Q-guided flow (QGF) is a test-time RL algorithm that trains a reference flow-matching policy via behavioral cloning and a TD-based critic separately, then at inference guides the denoising process ...

In 2025, AI agents gained the ability to manipulate the real world — through Skills, MCP servers, and tool use. Claude can now run code, query databases, control browsers, and execute complex ...