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Long-running agents eventually hit context overload — leading to context poisoning, distraction, confusion, and degraded ... One thing worth calling out separately: once your agent starts acting inside real systems: booking meetings, updating CRMs, filing ... Humans refine their skills and learn preferences through experience. But many AI agents lack this capacity for continual learning.
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