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In this episode, Nathan sits down with Alan Cowen, CEO and Chief Scientist at Hume AI, an emotional intelligence startup working on creating emotionally aware AI. If you need an ecommerce platform, check out our sponsor Shopify: https://shopify.com/cognitive for a $1/month trial period.\n\nWe'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.\n\nSPONSORS:\nShopify 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 \u2013 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 \u2013 from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive\n\nOmneky 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.\n\nX/SOCIAL\n@labenz (Nathan)\n@AlanCowen (Alan)\n@eriktorenberg (Erik)\n@CogRev_Podcast\n\nLINKS:\nHume: https://hume.ai/\n\nTIMESTAMPS:\n(00:00) - Episode Preview\n(00:04:52) - How do you define happiness? How can AI make people happy?\n(00:08:40) - The striking experience of trying the Hume demo\n(00:09:16) - Building multimodal models using facial expressions, vocal signals, speech patterns\n(00:12:27) - How Hume\u2019s models have an advantage of LLMs when it comes to interpreting emotions\n(00:13:23) - Assembling diverse datasets of emotional judgments via surveys\n(00:15:27) - Sponsors: Shopify\n(00:22:00) - Across populations, what is common or different in people\u2019s judgement of facial expressions\n(00:26:00) - Interrater reliability for training data\n(00:30:48) - Sponsors: Omneky\n(00:33:20) - The unique labelling of \u201cawe\u201d across different cultures\n(00:36:23) - Customizing models for cultural emotional expression norms\n(00:41:13) - How they determined the set of emotions recognized by the model\n(00:42:50) - Schadenfreude as a unique example of semantic space research\n(00:49:00) - Custom models\n(00:52:42) - Using Hume in B2B contexts\n(00:59:49) - The cost comparison of having a human analyze emotions vs AI\n\nThis show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture \u2014 all from the perspective of industry insiders and experts. We\u2019re launching new shows every week, and we\u2019re looking for industry-leading sponsors \u2014 if you think that might be you and your company, email us at erik@turpentine.co.