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890: The “State of AI” Report 2025
Manage episode 484353869 series 2532807
In this week’s Five-Minute Friday, Jon Krohn reveals highlights from Stanford University’s AI Index Report. Released a few weeks ago by the Institute for Human-Centered AI, this annual report details the incredible technical advances, policies, and investments in artificial intelligence. Hear which models achieve the best performance relative to their size, in what scenarios top AI systems can outperform humans (and when humans still outperform AI), and more in Jon’s five key takeaways.
Additional materials: www.superdatascience.com/890
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
986 قسمت
Manage episode 484353869 series 2532807
In this week’s Five-Minute Friday, Jon Krohn reveals highlights from Stanford University’s AI Index Report. Released a few weeks ago by the Institute for Human-Centered AI, this annual report details the incredible technical advances, policies, and investments in artificial intelligence. Hear which models achieve the best performance relative to their size, in what scenarios top AI systems can outperform humans (and when humans still outperform AI), and more in Jon’s five key takeaways.
Additional materials: www.superdatascience.com/890
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
986 قسمت
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1 907: Neuroscience, AI and the Limitations of LLMs, with Dr. Zohar Bronfman 1:21:16

1 905: Why RAG Makes LLMs Less Safe (And How to Fix It), with Bloomberg’s Dr. Sebastian Gehrmann 57:49

1 903: LLM Benchmarks Are Lying to You (And What to Do Instead), with Sinan Ozdemir 1:28:20

1 901: Automating Legal Work with Data-Centric ML (feat. Lilith Bat-Leah) 1:06:12

1 899: Landing $200k+ AI Roles: Real Cases from the SuperDataScience Community, with Kirill Eremenko 1:33:12

1 897: How to Enable Enterprise AI Transformation, with Strategy Consultant Diane Hare 1:02:42

1 895: The Future of Enterprise AI: Investor Shaun Johnson Reveals What Actually Works 1:16:26

1 893: How to Jumpstart Your Data Career (by Applying Like a Scientist), with Avery Smith 1:17:51


1 891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler 1:02:08

1 889: AI-Powered Virtual Reality: The Future of Education and Entertainment, with Mary Spio 1:06:59


1 887: Multi-Agent Teams, Quantum Computing and the Future of Work, with Dell’s Global CTO John Roese 1:02:04

1 885: Python Polars: The Definitive Guide, with Jeroen Janssens and Thijs Nieuwdorp 1:15:22


1 883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler 1:04:03


1 881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06

1 879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson 1:07:14

1 877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta 1:09:32


1 875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann 1:10:29


1 873: Become Your Best Self Through AI Augmentation — feat. Natalie Monbiot 1:12:32


1 871: NoSQL Is Ideal for AI Applications, with MongoDB’s Richmond Alake 1:13:11


1 869: AI Should Make Humans Wiser (But It Isn’t), with Varun Godbole 1:19:42


1 867: LLMs and Agents Are Overhyped, with Dr. Andriy Burkov 1:33:12




1 863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter 1:06:06


1 861: From Pro Athlete to Data Engineer: Colleen Fotsch’s Inspiring Journey 2:00:42




1 857: How to Ensure AI Agents Are Accurate and Reliable, with Brooke Hopkins 1:22:43


1 855: Exponential Views on AI and Humanity’s Greatest Challenges, with Azeem Azhar 1:28:12


1 853: Generative AI for Business, with Kirill Eremenko and Hadelin de Ponteves 1:29:00


1 851: Quantum ML: Real-World Applications Today, with Dr. Florian Neukart 1:11:51

1 849: 2025 AI and Data Science Predictions, with Sadie St. Lawrence 1:18:29


1 847: AI Engineering 101, with Ed Donner 1:12:14


1 845: Tech is Our New Religion And It Needs Reformation, with Greg Epstein 1:36:56


1 843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi 1:27:50





1 837: Career Success in the AI Era, with Deepali Vyas 1:10:26


1 835: AI Systems as Productivity Engines, with You.com’s Bryan McCann 1:33:04


1 833: The 10 Reasons AI Projects Fail, with Dr. Martin Goodson 1:25:25

1 831: PyTorch Lightning, Lit-Serve and Lightning Studios, with Dr. Luca Antiga 1:23:23


1 829: Neuroscience Fueled by ML, with Prof. Bradley Voytek 1:36:58


1 827: Polars: Past, Present and Future, with Polars Creator Ritchie Vink 1:13:41


1 825: Data Contracts: The Key to Data Quality, with Chad Sanderson 1:02:22


1 823: Virtual Humans and AI Clones, with Natalie Monbiot 1:20:35


1 821: The Skills You Need to Be an Effective Data Scientist, with Marck Vaisman 1:13:14

1 819: PyTorch: From Zero to Hero, with Luka Anicin 1:06:05
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