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Gary Marcus

psycholinguistpsychologistneuroscientistuniversity teacher
1 appearance ·5 ideas explored ·Wikipedia ·✓ verified

Gary Fred Marcus is an American psychologist, cognitive scientist, and author, known for his research on the intersection of cognitive psychology, neuroscience, and artificial intelligence (AI).

Across 1 conversation, Gary Marcus ranges across common sense reasoning, AI capabilities, AI ethics. Gary Marcus argues that AI progress is linear, not exponential, challenging Ray Kurzweil's singularity view. Marcus advocates for a hybrid AI approach, combining deep learning with symbolic reasoning for better comprehension.

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Marcus proposes a 'Turing Olympics' to evaluate AI intelligence through diverse challenges, moving beyond traditional Turing test metrics.
Gary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI
He argues that deep learning systems will likely evolve to incorporate symbol manipulation, contrary to Hinton's view against hybrids.
Gary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI
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books

Rebooting AI, Building Machines We Can Trust
by Gary Marcus
Kluge
by Gary Marcus
The Birth of the Mind
by Geoffrey Hinton

papers

Deep Learning, A Critical Appraisal
by Yoshua Bengio, Ernie Davis

articles

Bitter Lesson
by Rich Sutton

others

CYC
by Doug Lenat
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