Simon Willison: Native Long-Task Skills Will Outphase AI Loops

Simon Willison argues that AI agent loops are temporary patches for inadequate long-task capabilities. As models natively handle sustained tasks, loops will fade, remaining useful only for clear, goal-driven scenarios.

2026-07-23 ~ 2026-07-24 · 3 related posts

• Simon Willison says loops are becoming obsolete as models handle long tasks natively — teropa · 2026-07-23
• AI agent loops are useful only with clear goals, exit conditions and recovery — bendee983 · 2026-07-23
• AI “loops” may be turning into a broader long-task capability, not a narrow pattern — mattbeane · 2026-07-24