Ilya Sutskever, co-founder of AI labs, stated, "The 2010s were the age of scaling, now we're back in the age of wonder and discovery. Everyone is looking for the next thing." He emphasizes that "scaling the right thing matters more now than ever." This remark highlights a shift in focus from simply increasing model size to exploring innovative training techniques and methodologies.
Experts agree that recent advances in AI technology have led to diminishing returns from merely adding more data or computing power. As Ilya Sutskever remarked, ‘Results from scaling up pre-training have plateaued,’ indicating a need for fresh approaches that prioritize efficiency and efficacy over size.
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