Today we’re joined by Diana Marculescu, Professor of Electrical and Computer Engineering at UT Austin.
We caught up with Diana to discuss her work on hardware-aware machine learning. In particular, we explore her keynote, “Putting the “Machine” Back in Machine Learning: The Case for Hardware-ML Model Co-design” from CVPR 2020. We explore how her research g ... Show More
Apr 16
How Capital One Delivers Multi-Agent Systems with Rashmi Shetty - #765
In this episode, Rashmi Shetty, senior director of enterprise generative AI platform at Capital One, joins us to explore how the company is designing, deploying, and scaling multi-agent systems in a highly regulated environment. Rashmi walks us through Chat Concierge, a multi-age ... Show More
54m 18s
Mar 26
The Race to Production-Grade Diffusion LLMs with Stefano Ermon - #764
Today, we're joined by Stefano Ermon, associate professor at Stanford University and CEO of Inception Labs to discuss diffusion language models. We dig into how diffusion approaches—traditionally used for images—are being adapted for text and code generation, the technical challe ... Show More
1h 3m
Mar 10
Agent Swarms and Knowledge Graphs for Autonomous Software Development with Siddhant Pardeshi - #763
In this episode, Sid Pardeshi, co-founder and CTO of Blitzy, joins us to discuss building autonomous development systems able to deliver production-ready software at enterprise scale. Sid contrasts AI-assisted coding with end-to-end autonomy, arguing that “code is a commodity” an ... Show More
1h 16m
Aug 2019
MIT’s New Head of Mechanical Engineering, Evelyn Wang, on the Future of Education and Grand Challenges
<p>This week we speak with Evelyn Wang, who was recently named the head of MIT’s Department of Mechanical Engineering. We talk about some of the new educational models and grand research challenges she’s implementing into the curriculum. </p>
15m 47s
Jun 2021
Carla Diana, "My Robot Gets Me: How Social Design Can Make New Products More Human" (Harvard Business, 2021)
Today I talked to Carla Diana about her new book My Robot Gets Me: How Social Design Can Make New Products More Human (Harvard Business Review Press, 2021).
Carla Diana is a robot designer responsible for the creative aspects of Diligent Robotics’ new hospital service robot named ... Show More
34m 56s
Feb 2024
#179 Why ML Projects Fail, and How to Ensure Success with Eric Siegel, Founder of Machine Learning Week, Former Columbia Professor, and Bestselling Author
We are in a Generative AI hype cycle. Every executive looking at the potential generative AI today is probably thinking about how they can allocate their department's budget to building some AI use cases. However, many of these use cases won't make it into production.In a similar ... Show More
48 m
