Wednesday, August 20, 2025

Evaluating AI Performance on Extended Task Completion

Unlocking Future AI Potential: Measuring Task Length for AI Success

In our latest research, we propose a groundbreaking metric to evaluate AI agents: the length of tasks they can autonomously complete. Our findings reveal an exponential increase in AI capabilities over the past six years, suggesting that:

  • Doubling Every 7 Months: Task completion time horizons for AI agents have consistently doubled, indicating rapid advancement.
  • Predictive Insights: If trends continue, we anticipate AI systems will handle month-long projects independently within the next decade.

Why does this matter? Understanding task duration rather than just performance offers clearer insights into real-world applicability. Current frontier AIs excel at short tasks but struggle with complex, long-duration ones.

We invite the community to build upon our findings! All analysis code is available on GitHub.

🔗 Explore more and let’s shape the future of AI together! Share your thoughts and contribute to the conversation below!

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