Anthropic has introduced a 'dreaming' feature for its Claude Managed Agents, which allows AI agents to review past interactions and identify important patterns to store in long-term memory. This helps address the context window limitations of large language models by curating and preserving crucial information across multiple agents and sessions. The feature is currently in research preview and offers both automatic processing and manual review options for memory management.
Background
Large language models have limited context windows, making it challenging to maintain important information across lengthy projects or conversations. Various techniques like compaction have been used to manage context, but they're typically limited to single conversations.
- Source
- Ars Technica
- Published
- May 7, 2026 at 12:15 AM
- Score
- 7.0 / 10