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Stephen Wolfram on the Current State of Artificial Intelligence – Intel on AI Season 3, Episode 5

Intel on AI

Release Date: 12/15/2021

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Learn the latest on open ecosystems, AI data foundations and Meta’s new Llama 3 with Dr. Wei Li, VP/GM of AI Software Engineering at Intel.

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In this episode of Intel on AI host Amir Khosrowshahi talks with Jeff Lichtman about the evolution of technology and mammalian brains. Jeff Lichtman is the Jeremy R. Knowles Professor of Molecular and Cellular Biology at Harvard. He received an AB from Bowdoin and an M.D. and Ph.D. from Washington University, where he worked for thirty years before moving to Cambridge. He is now a member of Harvard’s Center for Brain Science and director of the , which focuses on connectomics— mapping neural connections and understanding their development. In the podcast episode Jeff talks about why...

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In this episode of Intel on AI host Amir Khosrowshahi and co-host Mariano Phielipp talk with Chelsea Finn about machine learning research focused on giving robots the capability to develop intelligent behavior. Chelsea is Assistant Professor in Computer Science and Electrical Engineering at Stanford University, whose (Intelligence through Robotic Interaction at Scale) lab is closely associated with the Stanford Artificial Intelligence Laboratory (SAIL). She received her Bachelor's degree in Electrical Engineering and Computer Science at MIT and her PhD in Computer Science at UC Berkeley,...

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In this episode of Intel on AI host Amir Khosrowshahi talks with Joshua Tucker about using artificial intelligence to study the influence social media has on politics. Joshua is professor of politics at New York University with affiliated appointments in the department of Russian and Slavic Studies and the Center for Data Science. He is also the director of the Jordan Center for the Advanced Study of Russia and co-director of the Center for Social Media and Politics. He was a co-author and editor of an award-winning policy blog at and has published several books, including his latest, where...

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In this episode of Intel on AI host Amir Khosrowshahi talks with Ron Dror about breakthroughs in computational biology and molecular simulation. Ron is an Associate Professor of Computer Science in the Stanford Artificial Intelligence Lab, leading a research group that uses machine learning and molecular simulation to elucidate biomolecular structure, dynamics, and function, and to guide the development of more effective medicines. Previously, Ron worked on the Anton supercomputer at D.E. Shaw Research after earning degrees in the fields of electrical engineering, computer science, biological...

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In this episode of Intel on AI host Amir Khosrowshahi, assisted by Dmitri Nikonov, talks with Jean Anne Incorvia about the use of new physics in nanocomputing, specifically with spintronic logic and 2D materials. Jean is an Assistant Professor and holds the Fellow of Advanced Micro Devices Chair in Computer Engineering in the Department of Electrical and Computer Engineering at The University of Texas at Austin, where she directs the Integrated Nano Computing Lab. Dimitri is a Principal Engineer in the Components Research at Intel. He holds a Master of Science in Aeromechanical Engineering...

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In this episode of Intel on AI host Amir Khosrowshahi and Milena Marinova talk about using artificial intelligence for professional learning. Milena is currently the Vice President of Data and AI Solutions at Microsoft. At the time of recording, Milena was the driving force behind AI calculus tutoring application Aida. Amir and Milena discuss some of the challenges of developing AI products, going from academic research into commercial deployment, and the importance of data policy by design.

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In this episode of Intel on AI host Amir Khosrowshahi and Luis Ceze talk about building computers with synthetic DNA storage. Luis goes into detail about the process to store the music video “This Too Shall Pass” by the band OK Go onto DNA, how enzymatic synthesis of DNA could be environmentally sustainable, and why multi-technology systems with electronics, photonics, molecular systems, and even quantum components could be the future of compute.

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In this episode of Intel on AI host Amir Khosrowshahi talks with Stephen Wolfram about the current state of artificial intelligence. Stephen is the founder and CEO of Wolfram Research, maker of the Wolfram Mathematica software system and WolframAlpha computational knowledge engine, author of A New Kind of Science, and most recently originator of the Wolfram Physics Project, which is a collaborative effort to find the fundamental theory of physics.

In the podcast episode, Stephen talks about the computational universe and the idea that even simple programs possibly have sophisticated abilities under the Principle of Computational Equivalence, but that these abilities are perceived to be useless to humans and therefore underexplored. He discusses the need for shared computational languages that will allow people and machines to mine the wealth of available historic data so that it can be translated into useable knowledge.

Amir and Stephen talk about a number of subjects during their two-hour conversation, including Emanuel Kant, Noam Chomsky, if aliens might view a completely different part of physical reality than humans, encoding values for AI content ranking, and why Stephen left academia to develop his own research institute. Stephen discusses his predictions about the limitations of quantum computing, the potential of computing at the molecular scale, and what comes after semiconductor processing. He also explains why Einstein’s theory of relatively and spacetime is misunderstood. Amir asks Stephen to explain how multiway systems and the biology of neuroscience can be viewed in harmony.

Academic research discussed in the podcast episode: