Threshold Effect
A phenomenon describing the nonlinear value leap that occurs when AI capability surpasses human expert-level performance. Below the threshold of the highest human proficiency, the model remains a follower; once the threshold is crossed, it becomes capable of producing new knowledge that humans could not independently generate.
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Scientific discovery tasks do not reward being nearly correct, only breakthroughs — this is referred to as the threshold effect.
The recent concentrated surge of results in mathematics is considered a manifestation of this threshold effect, where capability has just crossed the ceiling of human experts.
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Scientific discovery tasks do not reward being nearly correct, only breakthroughs — this is referred to as the threshold effect.
50%UnverifiedThe recent concentrated surge of results in mathematics is considered a manifestation of this threshold effect, where capability has just crossed the ceiling of human experts.
50%