18 August 2026

Research shows agents work better when given deadline slack

  • Researchers found that giving AI agents extra time before a deadline lets them do more useful work, not just faster work.
  • The extra capacity from slower but more complete work can pay for verification steps, additional critique processes, or recovery from errors.

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