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7/18/2025, 3:38:17 AM
>"I think the more you understand what underlies these current tools, the more effective you are at taking advantage of them," Newell says of AI. "But I think we'll be in this funny situation where people who don't know how to program who use AI to scaffold their programming abilities will become more effective developers of value than people who've been programming for a decade.
>"Even if you're just a pure tool user, you're gonna find that the gains to utilizing those tools are very, very high. But I think your ability to use those tools will continue to improve the more you understand the underlying methods and mindsets of people developing machine learning systems. So I think it's both, and I think they're highly complementary."
>"Even if you're just a pure tool user, you're gonna find that the gains to utilizing those tools are very, very high. But I think your ability to use those tools will continue to improve the more you understand the underlying methods and mindsets of people developing machine learning systems. So I think it's both, and I think they're highly complementary."
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