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# Why AI Agents Created More Work, Not Less
- URL: https://adjacent.media/signals/why-ai-agents-created-more-work-not-less/
- Published: 2026-08-26T16:13:57.000Z
- Updated: 2026-08-26T16:13:57.000Z
- Description: The productivity paradox of autonomous agents is real: by lowering the friction to initiate tasks, they’ve inverted the constraint from execution to decision-making.
- Author: Jonathan Greene
- Tags: #signal, theme-consumer, attention economy, productivity paradox, agent adoption

Source: [Nate’s Substack](https://open.substack.com/pub/natesnewsletter/p/managing-ai-agents-at-scale)

The productivity paradox of autonomous agents is real: by lowering the friction to initiate tasks, they've inverted the constraint from execution to decision-making. Users now face decision bottlenecks—approving, editing, or triaging agent outputs—that didn't exist when task initiation itself required friction. Agent tools are not time-savers for knowledge workers, but force multipliers that require new management disciplines, which many users haven't developed or resist adopting.