Nathan and Erik sit down with Neal Khosla, founder of Curai Health, a venture-backed virtual care startup using AI to provide low-cost primary healthcare. Prior to his current role at Curai, Neal was a machine learning researcher at Google and Stanford. In this episode, they discuss the current state of AI in medicine, what the future patient experience may look like, and how developments in AI healthcare may interact with different regulatory and social forces across the globe. We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. RECOMMENDED PODCAST: The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord. https://link.chtbl.com/hrheretics FEEDBACK We'd love to hear your feedback or answer any listener questions live on an upcoming episode. DM @labenz on Twitter or email us at [email protected] with "TCR" in the subject line. We'd appreciate it immensely if you left us a review on Apple Podcasts or a rating on Spotify! TIMESTAMPS (00:00) Preview (04:32) The future of AI in medicine (12:50) Patient experience in AI-driven medicine and the current state of AI in medicine (15:04) Sponsor: Omneky (20:34) Building the LLM architecture for medicine (25:25) Current state of the art for AI in medicine (28:54) Evaluating LLM performance in medicine (31:49) Benchmarking LLMs in medicine (39:17) Using the Socratic method in training LLMs (43:57) Multimodal systems and deploying multiple models in medicine (51:30) The future of LLM creation and usage (59:47) The interaction of AI medicine with social and regulatory forces (01:11:00) AI adoption in countries with centralized healthcare systems (01:13:37) How should we regulate the usage of AI in medicine? (01:16:57) AI-first systems in medicine (01:18:19) Is there an obligation to deploy AI in medicine in its current state? (01:20:48) Neal’s favorite AI products (01:22:21) Would Neal get a Neuralink implant? (01:24:54) AI hopes and fears TWITTER: @CogRev_Podcast @nealkhosla (Neal) @labenz (Nathan) SPONSORS: Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive Thank you Omneky for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off. More show notes and reading material released in our Substack: https://cognitiverevolution.substack.com

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