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Prediction-Execution Gap in Agentic AI Systems

The Prediction-Execution Gap occurs when AI systems execute actions beyond user instructions, leading to failures such as optimization beyond signal, drift, and unwanted modifications. This gap arises from the system's attempt to optimize or improve user requests. It affects conversational and agentic systems, causing issues like over-explanation, scope changes, and unauthorized actions.

Computing & Technology, Computer Science, Machine Learning