Exploring Automation in Scientific Discovery

This chapter explores the integration of large language models in scientific experimentation, emphasizing the potential for hybrid systems that combine human input with automation. It discusses the effectiveness of these methods compared to traditional approaches and contemplates the implications for the future roles of researchers in scientific discovery.

Transcript

chevron_right

Play full episode

chevron_right

Transcript

Episode notes

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