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Accelerating AI Development Cycles
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Choi reports that AI progress is defying linear expectations, with milestones once projected for decades away being reached in mere years. This rapid advancement is driven by AI systems increasingly contributing to their own research and development cycles.
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Non-linear AI Progress
Choi notes that AI researchers previously estimated the resolution of millennium problems by 2054, a forecast that has already collapsed within two years. Because AI is now being utilized to accelerate its own development, the prospect of a technological singularity is becoming an increasingly immediate concern.

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