Eye On A.I.

Craig S. Smith
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Dec 18, 2020 • 39min

Geoff Hinton on his quest to decode learning in the brain

Geoff Hinton has lived at the outer reaches of machine learning research since an aborted attempt at a carpentry career a half century ago. He spoke to me about his work In 2020 and what he sees on the horizon for AI.
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Dec 11, 2020 • 34min

Biodata as an instrument of National Power

Chris Darby, CEO of the CIA-backed tech investment company In-Q-Tel, talks about the commission's recommendation that AI for national security be extended to biotechnology, and that bio-data be considered an instrument of national power.
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Dec 3, 2020 • 26min

Eric Horvitz on AI and Allies

Eric Horvitz, chief research scientist at Microsoft and a commissioner on the National Security Commission on AI, talks about ensuring interoperability of AI systems with US allies and working to make all AI systems reliable.
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Dec 3, 2020 • 44min

Tricky Business: Deploying AI Models on Hardware

An open-source compiler called TVM helps data scientists optimize their model's performance on specific hardware.
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Nov 12, 2020 • 49min

AI in Space with NASA's Steve Chien

NSCAI commissioner Steve Chien, technical supervisor of the artificial intelligence group at NASA's Jet Propulsion Laboratory, talks about the growing demand for AI solutions in space, from coordinating an increasing number of earth-orbiting objects to protecting critical communication satellites from attack.
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Nov 4, 2020 • 37min

Opening AI Career Paths in Government and funding STEM education

This week, NSCAI commissioner Jose-Marie Griffiths talks about her line of effort's recommendations to increase STEM related educational funding by $8 billion in order to prime the pump for an AI ready workforce and to make a variety of bureaucratic changes that will open AI related career pathways for government employees.
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Oct 28, 2020 • 36min

AI and Allies: coordinating national security with NATO and India

Jason Matheny, a commissioner at the National Security Commission on AI and head of Georgetown University's Center for Security and Emerging Technology, talks about coordinating AI developments with NATO and making India the focus of the US's Indo-Pacific AI strategy to counter China.
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Oct 28, 2020 • 46min

Programmatic labeling with Alex Ratner of Snorkel AI

Alex Ratner, an assistant professor at the University of Washington and a cofounder and CEO of Snorkel AI, talks about programmatically labeling training data for supervised learning models.
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Oct 14, 2020 • 44min

Data Wrangling with Joe Hellerstein

In the second episode of a series on the machine-learning pipeline, Joe Hellerstein, a professor at UC Berkeley, talks about data wrangling.
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Sep 30, 2020 • 50min

Turing Award Winner David Patterson - CPUs to GPUs to TPUs and Beyond

Turing Award winner David Patterson talks about the end of Moore's law and the evolution of computer chips from general purpose CPUs to GPUs to the recent Cambrian explosion of specialized AI chips, including Google's TPU, in the first episode of five about the machine-learning model-development pipeline with Ameet Talwalkar, co-founder of Determined AI, an open-source platform for ML model development.

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