Artificial intelligence certainly will surface insights not apparent to mere mortal minds. But AI has its limits, and it’s debatable whether AI can re-create that magic mix of inspiration and serendipity from which creativity and innovation springs. AI helps spur new lines of thinking — and, heck, discoveries uncovered with AI may be serendipitous events themselves — but people working with the technology need the freedom and encouragement to innovate.
“When gen AI spits out an answer, top innovators ask, “Is this a useful answer?” says Banholzer. “Top innovators challenge assumptions and assertions, embrace uncertainty, and enable iterative development.” “While AI has proven valuable in expanding, optimizing, and cross-pollinating existing ideas, its ability to systematize the generation of entirely new concepts remains unproven,” says, director of RELEX Labs at RELEX. “Early signs are promising, but more evidence is needed to confirm its impact on accelerating true innovation and scientific discovery.”
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