Powering the AI revolution from DeepDream to Dall-E, with Lambda Labs CEO Stephen Balaban
The Fintech Blueprint - En podcast af Lex Sokolin
Lex interviews Stephen Balavan, the CEO of Lambda Labs, a company that provides GPU servers, workstations and cloud services for training neural networks. Stephen talks about his background in computer science, economics, and deep learning, and how his interest in AI began with reading Neuromancer by William Gibson. He discusses the history of AI research, the concept of perceptron, and the breakthrough of deep learning in 2012-2014 that enabled machines to recognize and categorize images better than humans. Stephen also talks about working for Perceptio - which started as an API for face recognition, and and later was acquired by Apple. MENTIONED IN THE CONVERSATION Lambda's website: https://bit.ly/3j6nOVI CEO's Linkedin profile: https://bit.ly/3HAYhNv Topics: fintech, artificial intelligence, neural networks, deep learning, generative AI Companies: Lambda, Perceptio, Prisma, Apple, ChatGPT, Dall-E, Google, DeepDream, Dreamscope ABOUT THE FINTECH BLUEPRINT đĽSubscribe to the Fintech Blueprint newsletter to stay at the forefront of Fintech and DeFi: https://bit.ly/3hyhlC2 đ¤ Partner with Fintech Blueprint through sponsorships: https://bit.ly/3UZllsV đ Twitter: https://twitter.com/LexSokolin TIMESTAMPS 1â48â: Stephenâs academic training and how it formed a foundation for his career trajectory 7â17â: The history of facial recognition AI, what a perceptron is, how it fails, and the architecture thereof 11â59â: Deep neural networks advancing facial recognition progress and the social credit score dystopia in China 17â45â: Define DeepDream and deep style - Neural network reverse engineering perceptions, visualisations and hallucinations 22â34â: From DeepDream to Dream Scope (web app) to accelerate image accuracy, and addressing the competition: Prismaâs Lensa 27â38â: The advances in the AI math that are responsible for the step-change in progress resulting in OpenAIâs ChatGPT, for example 31â53â: Lambda - how the company started, how the perceptions around consumable AI have changed, and the progress thusfar 36â42â: Lambdaâs ability to evolve given the current heightened demand, and the future of the market 39â32â: What the future looks like with AI embedded into our everyday lives 41â38â: Channels to use to connect with Stephen & learn more about Lambda