Your Agentic Loop Will Drift. Here Is the KL Divergence Equation That Measures How Far It Has Wandered From Its Original Instruction. (opens in new tab)

Author(s): Dr Swarneendu AI Originally published on Towards AI. After 500 cycles, a long-running agent is not the same agent that started. Its goal has shifted. Its constraints have eroded. This is measurable, preventable, and nobody has built the instrument. Until now. Fareed Khan’s long-running agent survived a host reboot. It survived context overflow. It survived 31 items over-scoped to 14. No image found in the provided HTML.The article explains why representational drift is mathematical...