Today we’re joined by Marti Hearst, Professor at UC Berkeley. In our conversation with Marti, we explore the intricacies of AI language models and their usefulness in improving efficiency but also their potential for spreading misinformation. Marti expresses skepticism about whether these models truly have cognition compared to the nuance of the human brain. We discuss the intersection of language and visualization and the need for specialized research to ensure safety and appropriateness for specific uses. We also delve into the latest tools and algorithms such as Copilot and Chat GPT, which enhance programming and help in identifying comparisons, respectively. Finally, we discuss Marti’s long research history in search and her breakthrough in developing a standard interaction that allows for finding items on websites and library catalogs.
The complete show notes for this episode can be found at https://twimlai.com/go/626.
Geospatial Machine Learning at AWS with Kumar Chellapilla - #607
Real-Time ML Workflows at Capital One with Disha Singla - #606
Weakly Supervised Causal Representation Learning with Johann Brehmer - #605
Stable Diffusion & Generative AI with Emad Mostaque - #604
Exploring Large Language Models with ChatGPT - #603
Accelerating Intelligence with AI-Generating Algorithms with Jeff Clune - #602
Programmatic Labeling and Data Scaling for Autonomous Commercial Aviation with Cedric Cocaud - #601
Engineering Production NLP Systems at T-Mobile with Heather Nolis - #600
Sim2Real and Optimus, the Humanoid Robot with Ken Goldberg - #599
The Evolution of the NLP Landscape with Oren Etzioni - #598
Live from TWIMLcon! The Great MLOps Debate: End-to-End ML Platforms vs Specialized Tools - #597
Live from TWIMLcon! You're not Facebook. Architecting MLOps for B2B Use Cases with Jacopo Tagliabue - #596
Building Foundational ML Platforms with Kubernetes and Kubeflow with Ali Rodell - #595
AI-Powered Peer Programming with Vasi Philomin - #594
The Top 10 Reasons to Register for TWIMLcon: AI Platforms 2022!
Applied AI/ML Research at PayPal with Vidyut Naware - #593
Assessing Data Quality at Shopify with Wendy Foster - #592
Transformers for Tabular Data at Capital One with Bayan Bruss - #591
Understanding Collective Insect Communication with ML, w/ Orit Peleg - #590
Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
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