Rethinking AI Intelligence: From Benchmarks to Real Understanding
TL;DR
Quanta’s interview with Melanie Mitchell argues AI cognition isn’t human-like thinking but alien intelligence that requires new testing methods borrowed from developmental and comparative psychology; she outlines six principles to assess machine cognition, warns against overreliance on benchmarks and anthropomorphism, discusses transfer and 'task tyranny', uses Clever Hans as a cautionary tale, and champions mechanistic interpretability to reveal how AIs work and where they fail, shaping safe deployment and the future of science.
Topics:sciencetechnology#artificial-intelligence#benchmarks#cognitive-science#experimental-design#mechanistic-interpretability#technology
- Are We Thinking Correctly About AI Intelligence? Quanta Magazine
- Stop treating AI like it’s human The Hill
- ICONIC21 CPO: Some want to make AI feel human. That’s the wrong move NEXT.io
- Brainwaves: Is AI actually thinking? WBUR
- AI’s Lack of Meaning Raises Concerns for Societal Trust and Economic Productivity - EPS Consistency Score dars.gov.et
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