Autoresearch: The Feedback Loop of Self-Improving Agents2. July 2026AI ModelsFocus is shifting from isolated AI models through agent harnesses to feedback loops as a core product, with signal design and evaluation mechanisms being critical to enable agents to act without constant human bottlenecks. Share on: