Today we continue our AI Trends 2024 series with a conversation with Thomas Dietterich, distinguished professor emeritus at Oregon State University. As you might expect, Large Language Models figured prominently in our conversation, and we covered a vast array of papers and use cases exploring current research into topics such as monolithic vs. modular architectures, hallucinations, the application of uncertainty quantification (UQ), and using RAG as a sort of memory module for LLMs. Lastly, don’t miss Tom’s predictions on what he foresees happening this year as well as his words of encouragement for those new to the field.
The complete show notes for this episode can be found at twimlai.com/go/666.
Can Language Models Be Too Big? 🦜 with Emily Bender and Margaret Mitchell - #467
Applying RL to Real-World Robotics with Abhishek Gupta - #466
Accelerating Innovation with AI at Scale with David Carmona - #465
Complexity and Intelligence with Melanie Mitchell - #464
Robust Visual Reasoning with Adriana Kovashka - #463
Architectural and Organizational Patterns in Machine Learning with Nishan Subedi - #462
Common Sense Reasoning in NLP with Vered Shwartz - #461
How to Be Human in the Age of AI with Ayanna Howard - #460
How to Be Human in the Age of AI with Ayanna Howard - #460
Evolution and Intelligence with Penousal Machado - #459
Innovating Neural Machine Translation with Arul Menezes - #458
Building the Product Knowledge Graph at Amazon with Luna Dong - #457
Towards a Systems-Level Approach to Fair ML with Sarah M. Brown - #456
AI for Digital Health Innovation with Andrew Trister - #455
System Design for Autonomous Vehicles with Drago Anguelov - #454
Building, Adopting, and Maturing LinkedIn's Machine Learning Platform with Ya Xu - #453
Expressive Deep Learning with Magenta DDSP w/ Jesse Engel - #452
Semantic Folding for Natural Language Understanding with Francisco Weber - #451
The Future of Autonomous Systems with Gurdeep Pall - #450
AI for Ecology and Ecosystem Preservation with Bryan Carstens - #449
Create your
podcast in
minutes
It is Free
20/20
The Dropout
Ten Percent Happier with Dan Harris
World News Tonight with David Muir
NEJM This Week