Your Agentic Loop Will Drift. A long-running AI agent undergoes significant drift after 500 cycles, with its original goal shifting and constraints eroding, raising concerns about reliability in autonomous systems. After 500 cycles, a long-running agent is not the same agent that started. Its goal has shifted. Its constraints have eroded. This is… Continue reading on Towards AI »