No Priors: Artificial Intelligence | Technology | Startups
Conviction
At this moment of inflection in technology, co-hosts Elad Gil and Sarah Guo talk to the world's leading AI engineers, researchers and founders about the biggest questions: How far away is AGI? What markets are at risk for disruption? How will commerce, culture, and society change? What’s happening in state-of-the-art in research? “No Priors” is your guide to the AI revolution. Email feedback to show@no-priors.com.Sarah Guo is a startup investor and the founder of Conviction, an investment firm purpose-built to serve intelligent software, or "Software 3.0" companies. She spent nearly a decade incubating and investing at venture firm Greylock Partners.Elad Gil is a serial entrepreneur and a startup investor. He was co-founder of Color Health, Mixer Labs (which was acquired by Twitter). He has invested in over 40 companies now worth $1B or more each, and is also author of the High Growth Handbook.
Episodes
Mentioned books
84 snips
Apr 6, 2023 • 39min
The Future is Small Models, with Matei Zaharia, CTO of Databricks
Matei Zaharia, Cofounder and Chief Technologist at Databricks, shares insights on the evolution of AI and small models like Dolly. With just $30 and one server, anyone can now create capable AI models. Zaharia discusses the shift away from massive data sets and manual training annotations. He reflects on his journey from a PhD student working on Spark to leading a critical data infrastructure company. The episode also explores the future of AI in tech decision-making and the importance of streamlined data management.
28 snips
Mar 30, 2023 • 36min
What’s Beyond GitHub Copilot? With Copilot's Chief Architect and founder of Minion.AI Alex Graveley
Dive into the revolutionary impact of AI on coding with insights from the Chief Architect of GitHub Copilot. Discover how this groundbreaking tool reshapes developer workflows and fuels numerous AI startups. The conversation also explores the evolution of personal assistance technologies and the vision behind Minion, designed to simplify daily tasks. Tune in for thoughts on the hiring challenges in AI, the intricacies of scaling these technologies, and the broader implications for society amidst rapid advancements.
10 snips
Mar 23, 2023 • 39min
How do we go from search engines to answer engines? With Perplexity AI’s Aravind Srinivas and Denis Yarats
Aravind Srinivas, Co-founder and CEO of Perplexity AI and former OpenAI research scientist, along with Denis Yarats, Co-founder and CTO with a machine learning background from Facebook AI, discuss the future of search. They explain how their startup aims to transform traditional search engines into conversational answer engines. Topics include the importance of rapid iteration in tech, innovative hiring practices, and navigating the shift from academia to industry in AI. Their insights reveal a vision for more intuitive and trustworthy digital information retrieval.
23 snips
Mar 16, 2023 • 36min
What is the future of search? With Neeva’s Sridhar Ramaswamy
Sridhar Ramaswamy, the co-founder of Neeva and a former Google executive, dives into the future of search and the challenges posed by AI. He discusses how LLMs are transforming traditional search methods and the competitive landscape with giants like Google and Bing integrating AI. Ramaswamy also highlights the importance of privacy in search and shares insights on the distribution challenges faced by new platforms. He wraps up with bold predictions on AI's broader impact on industries and user experiences.
42 snips
Mar 9, 2023 • 47min
What is the role of academia in modern AI research? With Stanford Professor Dr. Percy Liang
Dr. Percy Liang, a Stanford computer science professor and director of the Stanford Center for Research on Foundation Models, discusses the pivotal role of academia in AI research. He highlights the shift from human-like to superhuman intelligence ambitions. The conversation delves into innovative language models like GPT-3 and the necessity of transparency in AI development. Liang also advocates for community-driven AI initiatives and the use of decentralized computing to propel future advancements, stressing the ethical responsibilities that come with these technologies.
Mar 2, 2023 • 46min
How AI can make drug discovery fail less, with Daphne Koller from Insitro
Daphne Koller, CEO of Insitro and a former Stanford professor, discusses the transformative role of AI in drug discovery. She shares her journey from tech to biotech, emphasizing the potential of induced pluripotent stem cells. Koller dives into how machine learning can tackle significant challenges in drug development, including the complexities of diseases like schizophrenia. She also highlights the importance of creating a collaborative culture that bridges biology and computer science for meaningful innovation.
29 snips
Feb 23, 2023 • 32min
Why the Future of Machine Learning is Open Source with Huggingface’s Clem Delangue
In a fascinating discussion, Clem Delangue, Co-founder and CEO of Hugging Face, dives into the transformative journey of his company from a simple emoji companion to a cornerstone of the open source AI ecosystem. He shares insights on community-building and the importance of open-source models versus proprietary ones. Clem also elaborates on the company's shift in focus, emphasizing ethical data practices and the role of transparency in AI. Additionally, he touches on the potential of machine learning in biology and chemistry, hinting at its impact on future innovations.
26 snips
Feb 20, 2023 • 46min
Founder Stories: What’s behind the largest commercial autonomous system on earth? With Zipline’s Keller Rinaudo Cliffton
Keller Rinaudo Cliffton, co-founder and CEO of Zipline, shares insights into pioneering instant medical supply deliveries using autonomous drones. He discusses the transition from simple robotics to transforming healthcare logistics, emphasizing adaptability and user feedback. Cliffton delves into the innovative acoustic detect-and-avoid system that enhances flight safety and the company's remarkable expansion efforts. He also reflects on the challenges of scaling operations while emphasizing the importance of building for underserved regions globally.
143 snips
Feb 16, 2023 • 46min
How can we make sure that everyone has access to AI? Can small models outperform large models? With Stability AI’s Emad Mostaque
Emad Mostaque, Founder and CEO of Stability AI, shares insights on the evolving AI landscape. He discusses the impact of open-source AI tools like Stable Diffusion in democratizing creativity and the challenges posed by scaling models. The conversation highlights how smaller models can outperform larger ones, AI's role in transforming communication, and its potential to enhance healthcare and education. Emad also emphasizes the importance of safety protocols and the future of AI in empowering democratic engagement.
61 snips
Feb 9, 2023 • 47min
What does AI-powered content creation look like? with Runway ML’s Cristobal Valenzuela
Cristobal Valenzuela, CEO and co-founder of Runway ML, shares his journey of merging art with technology. He discusses how AI tools are revolutionizing video generation and editing, making them invaluable for content creators. Valenzuela highlights the evolution of user-friendly applications, emphasizing feedback's importance in product development. He also explores the transformative impact of AI on creativity, the significance of community in art, and innovative strategies used by his team to build tools that foster artistic exploration.
