88 min listen
Hume CEO Alan Cowen on Creating Emotionally Aware AI
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
Hume CEO Alan Cowen on Creating Emotionally Aware AI
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
ratings:
Length:
78 minutes
Released:
Dec 9, 2023
Format:
Podcast episode
Description
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.
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
MasterClass https://masterclass.com/cognitive get two memberships for the price of 1
Learn from the best to become your best. Learn how to negotiate a raise with Chris Voss or manage your relationships with Esther Perel. Boost your confidence and find practical takeaways you can apply to your life and at work. If you own a business or are a team leader, use MasterClass to empower and create future-ready employees and leaders. Moment of Zen listeners will get two memberships for the price of one at https://masterclass.com/cognitive
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.
X/SOCIAL
@labenz (Nathan)
@AlanCowen (Alan)
@eriktorenberg (Erik)
@CogRev_Podcast
LINKS:
Hume: https://hume.ai/
TIMESTAMPS:
(00:00) - Episode Preview
(00:04:52) - How do you define happiness? How can AI make people happy?
(00:08:40) - The striking experience of trying the Hume demo
(00:09:16) - Building multimodal models using facial expressions, vocal signals, speech patterns
(00:12:27) - How Hume’s models have an advantage of LLMs when it comes to interpreting emotions
(00:13:23) - Assembling diverse datasets of emotional judgments via surveys
(00:15:27) - Sponsors: Shopify
(00:22:00) - Across populations, what is common or different in people’s judgement of facial expressions
(00:26:00) - Interrater reliability for training data
(00:30:48) - Sponsors: Omneky
(00:33:20) - The unique labelling of “awe” across different cultures
(00:36:23) - Customizing models for cultural emotional expression norms
(00:41:13) - How they determined the set of emotions recognized by the model
(00:42:50) - Schadenfreude as a unique example of semantic space research
(00:49:00) - Custom models
(00:52:42) - Using Hume in B2B contexts
(00:59:49) - The cost comparison of having a human analyze emotions vs AI
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
MasterClass https://masterclass.com/cognitive get two memberships for the price of 1
Learn from the best to become your best. Learn how to negotiate a raise with Chris Voss or manage your relationships with Esther Perel. Boost your confidence and find practical takeaways you can apply to your life and at work. If you own a business or are a team leader, use MasterClass to empower and create future-ready employees and leaders. Moment of Zen listeners will get two memberships for the price of one at https://masterclass.com/cognitive
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.
X/SOCIAL
@labenz (Nathan)
@AlanCowen (Alan)
@eriktorenberg (Erik)
@CogRev_Podcast
LINKS:
Hume: https://hume.ai/
TIMESTAMPS:
(00:00) - Episode Preview
(00:04:52) - How do you define happiness? How can AI make people happy?
(00:08:40) - The striking experience of trying the Hume demo
(00:09:16) - Building multimodal models using facial expressions, vocal signals, speech patterns
(00:12:27) - How Hume’s models have an advantage of LLMs when it comes to interpreting emotions
(00:13:23) - Assembling diverse datasets of emotional judgments via surveys
(00:15:27) - Sponsors: Shopify
(00:22:00) - Across populations, what is common or different in people’s judgement of facial expressions
(00:26:00) - Interrater reliability for training data
(00:30:48) - Sponsors: Omneky
(00:33:20) - The unique labelling of “awe” across different cultures
(00:36:23) - Customizing models for cultural emotional expression norms
(00:41:13) - How they determined the set of emotions recognized by the model
(00:42:50) - Schadenfreude as a unique example of semantic space research
(00:49:00) - Custom models
(00:52:42) - Using Hume in B2B contexts
(00:59:49) - The cost comparison of having a human analyze emotions vs AI
Released:
Dec 9, 2023
Format:
Podcast episode
Titles in the series (100)
E5: The Embedding Revolution: Anton Troynikov on Chroma, Stable Attribution, and future of AI: Anton Troynikov, the founder of Chroma and Stable Attribution, discusses embeddings, the trade offs and optimizations involved with working with embeddings at scale, the "Stable Attribution" project, and the big picture of recent AI developments. (0:00) Preview(1:17) Sponsor (4:00) Anton breaks down the advantages of vector databases (4:45) How embeddings have created an AI-native way to represent data(11:50) Anton identifies the watershed moment and step changes in AI (12:55) Open AI’s pricing (18:50) How chroma works (33:04) Stable Attribution and systematic bias(36:48) How latent diffusion models work (51:26) How AI is like the early days of aviation (56:01) How Disney inspired the release of Stable Attribution (59:53):Why noise can lead to generalization (1:01:04) Nathan’s KPI for The Cognitive Revolution (1:01:59) Other use cases for embedding (1:03: 19) Anton touches on the application by "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis