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AI Engineer July 16, 2025

Measuring AGI: Interactive Reasoning Benchmarks for ARC-AGI-3 — Greg Kamradt, ARC Prize Foundation

Summary

AI benchmarking is evolving, moving beyond impressive demos like AI playing Pokemon, which have shown limitations such as getting stuck and requiring intervention. The key takeaway is that the most effective way to benchmark AI is by setting human performance as the target, creating a measurable gap and guiding research to achieve true Artificial General Intelligence.

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