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
May 21
Relational Foundation Models for Enterprise Data with Jure Leskovec - #768
In this episode, Jure Leskovec, co-founder and chief scientist at Kumo and professor of computer science at Stanford, joins us to explore two fronts of his work: AI for science and relational deep learning. We begin with AI Virtual Cell, a multiscale effort to learn data-driven r ... Show More
1h 6m
May 7
How to Find the Agent Failures Your Evals Miss with Scott Clark - #767
In this episode, Scott Clark, co-founder and CEO of Distributional, joins us to explore how teams can reliably operate and improve complex LLM systems and agents in production. Scott introduces a Maslow’s hierarchy of observability: telemetry for logging, monitoring for known sig ... Show More
53m 19s
Apr 30
How to Engineer AI Inference Systems with Philip Kiely - #766
In this episode, Philip Kiely, head of AI education at Baseten, joins us to unpack the fast-evolving discipline of inference engineering. We explore why inference has become the stickiest and most critical workload in AI, how it blends GPU programming, applied research, and large ... Show More
54m 51s
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
