20VC: Why Data Size Matters More Than Model Size, Why The Google Employee Was Wrong; OpenAI and Google Have the Advantage & Why Open Source is Not Going to Win with Douwe Kiela, Co-Founder @ Contextual AI
Om avsnittet
Douwe Kiela is the CEO of Contextual AI, building the contextual language model to power the future of businesses. Last month Contextual closed a $20M funding round including Bain Capital, Sarah Guo, Elad Gil and 20VC. He is also an Adjunct Professor in Symbolic Systems at Stanford University. Previously, he was the Head of Research at Hugging Face, and before that a Research Scientist at Facebook AI Research. In Today's Episode with Douwe Kiela We Discuss: 1. Founding a Foundational Model Company in 2023: How did Douwe make his way into the world of AI and ML over a decade ago? What are some of his biggest lessons from his time working with Yann LeCun and Meta? How does Douwe's background in philosophy help him in AI today? 2. Foundational Model Providers: Challenges and Alternatives: What are the biggest problems with the existing foundational data models? Will there be one to rule them all? How does the landscape play out? Why does Douwe believe OpenAI's data acquisition strategy has been the best? 3. Data Models: Size and Structure: Why does Douwe believe it is naive to think the open approach will beat the closed approach? What are the biggest downsides to the open approach? Does the size of data model matter today? What matters more? How important is access to proprietary data? Are VCs naive to turn down founders due to a lack of access to proprietary data? 4. Regulation and the World Around Us: How does Douwe expect the regulatory landscape to play out around AI? Why is Europe the worst when it comes to regulation? Will this be different this time? How does Douwe analyse Elon's petition to pause the development of AI for 6 months? Do founders building AI companies have to be in the valley?
Senaste avsnitten
20VC: LLMs Are Reaching a Stage of Diminishing Returns: What is the Next S Curve | The Bull & Bear Case for China's Ability to Challenge the US' AI Capabilities | How AI Changes the Future of War & How Agents Will Reshape Society with Matt Clifford @ EF
20VC: Raising $126M Across 3 Rounds in Just 6 Months, Being the Youngest Founder of a Unicorn Company | But Everything Was Not as it Seemed: The Real Story of Vise: The Regrets, Mistakes and Mis-Hires with Vise's Samir Vasavada
20VC: Klaviyo's Andrew Bialecki on Going Public in an IPO Winter, Is Klaviyo Under-Priced in Public Markets and Why, Why Every VC Turned Klaviyo Down in the Early Days & How Shopify's Partnership Changed the Game
20VC: Why Foundation Model Performance is Not Diminishing But Models Are Commoditising, Why Nvidia Will Enter the Model Space and Models Will Enter the Chip Space & The Right Business Model for AI Software with David Luan, Co-Founder @ Adept
20Growth: How Revolut Acquired Their First 10M Users: Tips, Tactics and Strategies From the Revolut Product & Growth Playbook with Val Scholz, Former Head of Growth @ Revolut
20VC: Foundation Models are the Fastest Depreciating Asset in History, Lina Kahn is a Threat to American Capitalism, PE is Not Coming to Save the M&A Market & How China Could Overtake the US in the AI Race with Michael Eisenberg
20VC: Index's Danny Rimer on Investing Lessons from Hits like Figma, Discord and Etsy to Missing Snapchat, Airbnb, Facebook & Spotify | Why Valuation is a Trap and Market Sizing, Signalling and Sector/Geo-Specific Funds are all Noise
20Product: Loom CPO Janie Lee on Three Core Skills that Make the Best PMs, How to Find, Pick and Train the Best PM Talent and Lessons from OpenDoor and Rippling on Product Breadth, Pricing and Talent Density
20VC: Scale's Alex Wang on Why Data Not Compute is the Bottleneck to Foundation Model Performance, Why AI is the Greatest Military Asset Ever, Is China Really Two Years Behind the US in AI and Why the CCPs Industrial Approach is Better than Anyone Else's
