March 31, 2024, 8:09 a.m.
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Brief news summary

A study by researchers at the University of California, Berkeley, explores the capabilities and limitations of artificial intelligence (AI). While AI excels at generating text and images, it falls short in terms of innovation, a key aspect of human intelligence. The study suggests that AI should be viewed as a powerful new form of cultural technology that enhances access to knowledge. The study tested participants' abilities to recognize conventional uses of objects (imitation) and innovate new uses for them. It found that humans, particularly children, showed a capacity for innovation beyond conventional associations, whereas AI models struggled to select the functionally relevant but unconventional objects. The study concludes that while AI can replicate known patterns, it lacks the ability to create new paths and conceive innovative applications of existing knowledge.

A study conducted by researchers at the University of California, Berkeley, suggests that while artificial intelligence (AI) has made impressive advancements in generating text and images, it still lacks the capacity for innovation, which is a defining characteristic of human intelligence. The researchers propose considering AI as a form of cultural technology that enhances access to and transmission of knowledge. The study tested participants' abilities to recognize conventional uses of objects (imitation) and innovate new uses for them (innovation).

Children and adults demonstrated the ability to innovate, choosing functionally relevant but superficially dissimilar objects to solve problems. In contrast, AI systems struggled to select unconventional yet functionally apt objects, highlighting their deficiency in innovation. The study concludes that while AI can replicate known patterns and associations, it falls short in creatively utilizing existing knowledge.


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