AI agents fail in long-run tasks: attention loss and reasoning decay

Autonomous AI agents lose coherence during long-running tasks due to reasoning decay.

Published 12sem1 sourceNotable

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The fact

This phenomenon affects attention span and context retention over iterations.

This limitation hinders deployment of agents for complex, extended processes.

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Auto-synthesis from 1 media source · identified on April 25, 2026