Understanding Why AI Agents Get Stuck in Loops
Explore the challenges AI agents face in task completion and strategies to overcome them.
AI agents face challenges in multi-step tasks due to their inability to recognize task completion and ineffective approaches. This structural gap leads to two main failure modes: retry loops and oscillation, causing agents to either repeat the same actions or reverse their progress without making meaningful advancements.