Anthropic and the Runtime Harness for Persistent Agents

Anthropic highlights that the primary challenge for AI agents lies in maintaining coherence during long executions, not just task initiation. They propose a "runtime harness" with external memory, checkpoints, and continuous re-anchoring to combat cognitive drift and achieve cognitive continuity.