Anthropic introduces "dreaming," a system that lets AI agents learn from their own mistakes

Anthropic has launched a new capability called 'dreaming' for its Claude Managed Agents platform, allowing AI agents to learn from their past mistakes and enhance their performance over time. This feature, along with the public beta of outcomes and multi-agent orchestration, aims to tackle significant challenges in deploying AI agents at scale, particularly in maintaining accuracy and reliability for enterprise applications. These updates were announced during the company's second annual Code with Claude developer conference in San Francisco.