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CRCNS Research Proposal: Measuring and modeling the biological intelligence advantage — NSF Award to Northwestern University at Ch

As promising as recent artificial intelligence (AI) advances have been, there are still many areas where it falls short. In those areas where it does well, training is slow and requires an unsustainable amount of energy. This has been measured using video games. Humans are able to play these games well after only a few

Award titleCRCNS Research Proposal: Measuring and modeling the biological intelligence advantage
Award ID2509217
AwardeeNorthwestern University at Chicago
CityEVANSTON
StateIL
Amount obligated$1,000,000
Principal investigatorMalcolm MacIver
ProgramCRCNS-Computation Neuroscience, Modulation
Start date09/01/2025
AbstractAs promising as recent artificial intelligence (AI) advances have been, there are still many areas where it falls short. In those areas where it does well, training is slow and requires an unsustainable amount of energy. This has been measured using video games. Humans are able to play these games well after only a few tries, while AI systems require hundreds of thousands to millions of exposures to achieve the same performance. Here, a team of Northwestern University researchers investigate how
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