We’re bringing back an episode about trust and AI. In a world where the use of Artificial Intelligence is exploding, guest computer scientist Carlos Guestrin shares insights from the work he’s doing to support the development of trust between humans and machines. We originally recorded this episode in 2022, but the insights are just as if not more relevant today. We hope you’ll take another listen and enjoy. Episode Reference Links:Carlos Ernesto Guestrin (Stanford Profile)Carlos Guestrin (Carlos’ Website)Measuring Patients' Trust In Physicians When Assessing Quality Of Care (Paper Carlos discusses as comparison to his work with AI)Adding Glycemic And Physical Activity Metrics To A Multimodal Algorithm-Enabled Decision-Support Tool For Type 1 Diabetes Care (Carlos’ published paper about Stanford Lucile Packard Children’s Hospital diabetes type 1 project)XGBoost Documentation (Carlos’ out-source project)Ep.172 - Why AI Must Embody the Value of Its Users YouTube / Website (Original Episode)Connect With Us:Episode Transcripts The Future of Everything WebsiteConnect with Russ Threads / Bluesky / MastodonConnect with School of Engineering Twitter/X / Instagram / LinkedIn / FacebookChapters:(00:00:00) Introduction Russ Altman introduces the episode with guest Carlos Guestrin, a professor of computer science at Stanford, whose focus is bringing AI into broader use.(00:02:58) Current Status of AIThe current capabilities of AI and machine learning and the widespread use and integration of these technologies.(00:05:44) Deep Dive into Trust and AIThree core components of trust in AI and how these factors influence the adoption and efficacy of AI systems.(00:09:43) Technical Challenges in Implementing TrustThe challenges of translating the abstract concepts of trust into practical, implementable AI features.(00:14:32) Enhancing AI Transparency and Generalization Methods to improve AI’s generalisation capabilities and transparency.(00:18:00) The Role of Open-Source in AI DevelopmentThe impact of open-source software on the AI field, highlighting the benefits of shared knowledge and collaborative advancements.(00:22:34) AI in HealthcareHealthcare and the use of AI in enhancing data-driven decisions in medical treatments.(00:27:11) Conclusion Connect With Us:Episode Transcripts >>> The Future of Everything WebsiteConnect with Russ >>> Threads / Bluesky / MastodonConnect with School of Engineering >>>Twitter/X / Instagram / LinkedIn / Facebook Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Ask this episode

“What did the council decide on item 42?” — answered with the speaker and the moment.

Transcript

Related