Buy now

Have you purchased yours? Check your tickets options now and enjoy the discounts offered!

Rebooting AI: Adding Knowledge to Deep Learning

A talk by Gary Marcus
CEO & Founder, Robust.AI

02 December 2020, 04:15 PM

Register to this talk & add it to your KnowCon2020 calendar. Please note that this registration is not a ticket. Visit "tickets" & book your seat!

By submitting your email you agree to the terms
Book my place

Categories covered by this talk

About this talk

Gary Marcus argues for a shift in research priorities, towards four cognitive prerequisites for building robust artificial intelligence:

  • Hybrid architectures that combine large-scale learning with the representational and computational powers of symbol-manipulation

  • Large-scale knowledge bases—likely leveraging innate frameworks—that incorporate symbolic knowledge along with other forms of knowledge

  • Reasoning mechanisms capable of leveraging those knowledge bases in tractable ways

  • And rich cognitive models that work together with those mechanisms and knowledge bases.

Although there are real problems to be solved here, and a great deal of effort must go into constraining symbolic search well enough to work in real time for complex problems, Google Knowledge Graph seems to be at least a partial counterexample to this objection, as do large scale recent successes in software and hardware verification.

👉 Book Your Ticket Now

Have you got yours yet?

Our All-Access Passes are a must if you want to get the most out of this event.

Check them out

Gary Marcus

Gary Marcus is a scientist, best-selling author, and entrepreneur. He is Founder and CEO of Robust.AI, and was Founder and CEO of Geometric Intelligence, a machine learning company acquired by Uber in 2016. He is the author of five books, including The Algebraic Mind, Kluge, The Birth of the Mind, and The New York Times best seller Guitar Zero, as well as editor of The Future of the Brain and The Norton Psychology Reader.

Learn from amazing companies like these

Robust.Ai

Proudly supported by

Your logo could go here!

If you'd like to get your brand in front of attendees contact us.