Redefining AI is the 2024 New York Digital Award winning tech podcast! Discover a whole new take on Artificial Intelligence in joining host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and ...
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内容由Turpentine, Erik Torenberg, and Nathan Labenz提供。所有播客内容（包括剧集、图形和播客描述）均由 Turpentine, Erik Torenberg, and Nathan Labenz 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
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Player FM -播客应用
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Automating Scientific Discovery, with Andrew White, Head of Science at Future House
Manage episode 453979669 series 3452589
内容由Turpentine, Erik Torenberg, and Nathan Labenz提供。所有播客内容（包括剧集、图形和播客描述）均由 Turpentine, Erik Torenberg, and Nathan Labenz 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
In this episode of The Cognitive Revolution, Nathan interviews Andrew White, Professor of Chemical Engineering at the University of Rochester and Head of Science at Future House. We explore groundbreaking AI systems for scientific discovery, including PaperQA and Aviary, and discuss how large language models are transforming research. Join us for an insightful conversation about the intersection of AI and scientific advancement with this pioneering researcher in his first-ever podcast appearance.
Check out Future House: https://www.futurehouse.org
Help shape our show by taking our quick listener survey at https://bit.ly/TurpentinePulse
SPONSORS:
Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers13. OCI powers industry leaders with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before December 31, 2024 at https://oracle.com/cognitive
SelectQuote: Finding the right life insurance shouldn't be another task you put off. SelectQuote compares top-rated policies to get you the best coverage at the right price. Even in our AI-driven world, protecting your family's future remains essential. Get your personalized quote at https://selectquote.com/cognitive
Shopify: Shopify is the world's leading e-commerce platform, offering a market-leading checkout system and exclusive AI apps like Quikly. Nobody does selling better than Shopify. Get a $1 per month trial at https://shopify.com/cognitive
CHAPTERS:
(00:00:00) Teaser
(00:01:13) About the Episode
(00:04:37) Andrew White's Journey
(00:10:23) GPT-4 Red Team
(00:15:33) GPT-4 & Chemistry
(00:17:54) Sponsors: Oracle Cloud Infrastructure (OCI) | SelectQuote
(00:20:19) Biology vs Physics
(00:23:14) Conceptual Dark Matter
(00:26:27) Future House Intro
(00:30:42) Semi-Autonomous AI
(00:35:39) Sponsors: Shopify
(00:37:00) Lab Automation
(00:39:46) In Silico Experiments
(00:45:22) Cost of Experiments
(00:51:30) Multi-Omic Models
(00:54:54) Scale and Grokking
(01:00:53) Future House Projects
(01:10:42) Paper QA Insights
(01:16:28) Generalizing to Other Domains
(01:17:57) Using Figures Effectively
(01:22:01) Need for Specialized Tools
(01:24:23) Paper QA Cost & Latency
(01:27:37) Aviary: Agents & Environments
(01:31:42) Black Box Gradient Estimation
(01:36:14) Open vs Closed Models
(01:37:52) Improvement with Training
(01:40:00) Runtime Choice & Q-Learning
(01:43:43) Narrow vs General AI
(01:48:22) Future Directions & Needs
(01:53:22) Future House: What's Next?
(01:55:32) Outro
SOCIAL LINKS:
Website: https://www.cognitiverevolution.ai
Twitter (Podcast): https://x.com/cogrev_podcast
Twitter (Nathan): https://x.com/labenz
LinkedIn: https://www.linkedin.com/in/nathanlabenz/
Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast
Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
209集单集
Automating Scientific Discovery, with Andrew White, Head of Science at Future House
"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
分享
Manage episode 453979669 series 3452589
内容由Turpentine, Erik Torenberg, and Nathan Labenz提供。所有播客内容（包括剧集、图形和播客描述）均由 Turpentine, Erik Torenberg, and Nathan Labenz 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
In this episode of The Cognitive Revolution, Nathan interviews Andrew White, Professor of Chemical Engineering at the University of Rochester and Head of Science at Future House. We explore groundbreaking AI systems for scientific discovery, including PaperQA and Aviary, and discuss how large language models are transforming research. Join us for an insightful conversation about the intersection of AI and scientific advancement with this pioneering researcher in his first-ever podcast appearance.
Check out Future House: https://www.futurehouse.org
Help shape our show by taking our quick listener survey at https://bit.ly/TurpentinePulse
SPONSORS:
Oracle Cloud Infrastructure (OCI): Oracle's next-generation cloud platform delivers blazing-fast AI and ML performance with 50% less for compute and 80% less for outbound networking compared to other cloud providers13. OCI powers industry leaders with secure infrastructure and application development capabilities. New U.S. customers can get their cloud bill cut in half by switching to OCI before December 31, 2024 at https://oracle.com/cognitive
SelectQuote: Finding the right life insurance shouldn't be another task you put off. SelectQuote compares top-rated policies to get you the best coverage at the right price. Even in our AI-driven world, protecting your family's future remains essential. Get your personalized quote at https://selectquote.com/cognitive
Shopify: Shopify is the world's leading e-commerce platform, offering a market-leading checkout system and exclusive AI apps like Quikly. Nobody does selling better than Shopify. Get a $1 per month trial at https://shopify.com/cognitive
CHAPTERS:
(00:00:00) Teaser
(00:01:13) About the Episode
(00:04:37) Andrew White's Journey
(00:10:23) GPT-4 Red Team
(00:15:33) GPT-4 & Chemistry
(00:17:54) Sponsors: Oracle Cloud Infrastructure (OCI) | SelectQuote
(00:20:19) Biology vs Physics
(00:23:14) Conceptual Dark Matter
(00:26:27) Future House Intro
(00:30:42) Semi-Autonomous AI
(00:35:39) Sponsors: Shopify
(00:37:00) Lab Automation
(00:39:46) In Silico Experiments
(00:45:22) Cost of Experiments
(00:51:30) Multi-Omic Models
(00:54:54) Scale and Grokking
(01:00:53) Future House Projects
(01:10:42) Paper QA Insights
(01:16:28) Generalizing to Other Domains
(01:17:57) Using Figures Effectively
(01:22:01) Need for Specialized Tools
(01:24:23) Paper QA Cost & Latency
(01:27:37) Aviary: Agents & Environments
(01:31:42) Black Box Gradient Estimation
(01:36:14) Open vs Closed Models
(01:37:52) Improvement with Training
(01:40:00) Runtime Choice & Q-Learning
(01:43:43) Narrow vs General AI
(01:48:22) Future Directions & Needs
(01:53:22) Future House: What's Next?
(01:55:32) Outro
SOCIAL LINKS:
Website: https://www.cognitiverevolution.ai
Twitter (Podcast): https://x.com/cogrev_podcast
Twitter (Nathan): https://x.com/labenz
LinkedIn: https://www.linkedin.com/in/nathanlabenz/
Youtube: https://www.youtube.com/@CognitiveRevolutionPodcast
Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk
209集单集
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类似 "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis 的节目
Redefining AI is the 2024 New York Digital Award winning tech podcast! Discover a whole new take on Artificial Intelligence in joining host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and ...
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continue reading
Custom Manufacturing Industry podcast is an entrepreneurship and motivational podcast on all platforms, hosted by Aaron Clippinger. Being CEO of multiple companies including the signage industry and the software industry, Aaron has over 20 years of consulting and business management. His software has grown internationally and with over a billion dollars annually going through the software. Using his Accounting degree, Aaron will be talking about his organizational ways to get things done. Hi ...
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
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continue reading
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It didn’t all change in March 2020. Not really. The UK high street has been in the throes of a gradual revolution for decades. From the rise of ecommerce, to the birth of mobile, social commerce, and a growing emphasis on experience, change has been underway for a while. In fact for many, the pandemic has acted as a wake-up call. Digital transformation was no longer a ‘nice to have’ but a matter of survival. Necessity sparked innovation and customers are enjoying more flexibility and conveni ...
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Player FM -播客应用
使用Player FM应用程序离线！
使用Player FM应用程序离线！
