AI and the Responsible Data Economy with Dawn Song - #403

AI and the Responsible Data Economy with Dawn Song - #403

Today we’re joined by Professor of Computer Science at UC Berkeley, Dawn Song. Dawn’s research is centered at the intersection of AI, deep learning, security, and privacy. She’s currently focused on bringing these disciplines together with her startup, Oasis Labs. In our conversation, we explore their goals of building a ‘platform for a responsible data economy,’ which would combine techniques like differential privacy, blockchain, and homomorphic encryption. The platform would give consumers more control of their data, and enable businesses to better utilize data in a privacy-preserving and responsible way. We also discuss how to privatize and anonymize data in language models like GPT-3, real-world examples of adversarial attacks and how to train against them, her work on program synthesis to get towards AGI, and her work on privatizing coronavirus contact tracing data. The complete show notes for this episode can be found twimlai.com/go/403.

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Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - TWiML Talk #62

Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - TWiML Talk #62

The podcast you’re about to hear is the third of a series of shows recorded at the Georgian Partners Portfolio Conference last week in Toronto. My guest this time is Graham Taylor, professor of engine...

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Building Conversational Application for Financial Services with Kenneth Conroy - TWiML Talk #61

Building Conversational Application for Financial Services with Kenneth Conroy - TWiML Talk #61

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Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - TWiML Talk #60

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Modeling Human Drivers for Autonomous Vehicles with Katie Driggs-Campbell - TWiML Talk #59

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Perception Models for Self-Driving Cars with Jianxiong Xiao - TWiML Talk #58

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Training Data for Autonomous Vehicles - Daryn Nakhuda - TWiML Talk #57

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Human Factors in Machine Intelligence with James Guszcza - TWiML Talk #56

Human Factors in Machine Intelligence with James Guszcza - TWiML Talk #56

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AI-Powered Conversational Interfaces with Paul Tepper - TWiML Talk #52

AI-Powered Conversational Interfaces with Paul Tepper - TWiML Talk #52

The show you’re about to hear is part of a series of shows recorded in San Francisco at the Artificial Intelligence Conference. My guest for this show is Paul Tepper, worldwide head of cognitive innov...

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