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AI · arxiv.org · Sunday, 12 July 2026

AI’s Task‑Completion Horizon Doubling Every 7 Months Signals Multi‑Hour Automation Soon

Researchers introduce the 50%-task-completion time horizon, measuring how long humans take to finish tasks that AI can do with 50% success. Frontier models now hit a 50-minute horizon, and this metric has been doubling roughly every seven months since 2019. If the trend holds, AI will handle multi-hour software jobs within two years.

Read the source: arxiv.org ↗In the 12 July issue →