The Computing Platform Underlying AI, with Jensen Huang, Founder & CEO of NVIDIA

How AI can make drug discovery fail less, with Daphne Koller from Insitro: Life-saving therapeutics continue to grow more costly to discover. At the same time, recent advances in using machine learning for the life sciences and medicine are extraordinary. Are we on the verge of a paradigm shift in biotech? This week on the podcast, a pioneer in AI, Daphne Koller, joins Sarah Guo and Elad Gil on the podcast to help us explore that question. Daphne is the CEO and founder of Insitro — a company that applies machine learning to pharma discovery and development, specifically by leveraging “induced pluripotent stem cells.” We explain Insitro’s approach, why they’re focused on generating their own data, why you can’t cure schizophrenia in mice, and how to design a culture that supports both research and engineering. Daphne was previously a computer science professor at Stanford, and co-founder and co-CEO of edutech company Coursera. by No Priors: Artificial Intelligence | Technology | Startups

46 min listen

Why the Future of Machine Learning is Open Source with Huggingface’s Clem Delangue: After starting as a talking emoji companion, Hugging Face is now an organizing force for the open source AI research ecosystem. Its models are used by companies such as Apple, Salesforce and Microsoft, and it's working to become the GitHub for ML. This week on the podcast, Sarah Guo and Elad Gil talk to Clem Delangue, co-founder and CEO of Hugging Face. Clem shares how they shifted away from their original product, why every employee at Hugging Face is responsible for community-building, the modalities he's most interested in, and what role open source has in the AI race. by No Priors: Artificial Intelligence | Technology | Startups

32 min listen

This is “No Priors”: AI is transforming our future, but what does that really mean? In ten years, will humans be forced to please our AGI overlords or will we have unlocked unlimited capacity for human potential? That's why Sarah Guo and Elad Gil started this new podcast, named No Priors. In each episode, Sarah and Elad talk with the leading engineers, researchers and founders in AI, across the stack. We'll talk about the technical state of the art, how that impacts business, and get them to predict what's next. by No Priors: Artificial Intelligence | Technology | Startups

2 min listen

Your AI Friends Have Awoken, With Noam Shazeer: Noam Shazeer played a key role in developing key foundations of modern AI - including co-inventing Transformers at Google, as well as pioneering AI chat pre-chatGPT. These are the foundations supporting today’s AI revolution. On this episode of No Priors, Noam discusses his work as an AI researcher, engineer, inventor, and now CEO. Noam Shazeer is currently the CEO and Co-founder of Character AI, a service that allows users to design and interact with their own personal bots that take on the personalities of well-known individuals or archetypes. You could have a socratic conversation with Socrates. You could pretend you’re being interviewed by Oprah. Or you could work through a life decision with a therapist bot. Character recently raised $150M from A16Z, Elad Gil, and others. Noam talks about his early AI adventures at Google, why he started Character, and what he sees on the horizon of AI development. by No Priors: Artificial Intelligence | Technology | Startups

30 min listen

The Future is Small Models, with Matei Zaharia, CTO of Databricks: If you have 30 dollars, a few hours, and one server, then you are ready to create a ChatGPT-like model that can do what’s known as instruction-following. Databricks’ latest launch, Dolly, foreshadows a potential move in the industry toward smaller and more accessible but extremely capable AIs. Plus, Dolly is open source, requires less computing power, and fewer data parameters than its counterparts. Matei Zaharia, Cofounder & Chief Technologist at Databricks, joins Sarah and Elad to talk about how big data sets actually need to be, why manual annotation is becoming less necessary to train some models, and how he went from a Berkeley PhD student with a little project called Spark to the founder of a company that is now critical data infrastructure that’s increasingly moving into AI. by No Priors: Artificial Intelligence | Technology | Startups

39 min listen

How can we make sure that everyone has access to AI? Can small models outperform large models? With Stability AI’s Emad Mostaque: AI-generated images have been everywhere over the past year, but one company has fueled an explosive developer ecosystem around large image models: Stability AI. Stability builds open AI tools with a mission to improve humanity. Stability AI is most known for Stable Diffusion, the AI model where a user puts in a natural language prompt and the AI generates images. But they're also engaged in progressing models in natural language, voice, video, and biology. This week on the podcast, Emad Mostaque joins Sarah Guo and Elad Gil to talk about how this barely one-year-old, London-based company has changed the AI landscape, scaling laws, progress in different modalities, frameworks for AI safety and why the future of AI is open. by No Priors: Artificial Intelligence | Technology | Startups

46 min listen

The bot Cicero can collaborate, scheme and build trust with humans. What does this mean for the next frontier of AI? With Noam Brown, Research Scientist at Meta: AGI can beat top players in chess, poker, and, now, Diplomacy. In November 2022, a bot named Cicero demonstrated mastery in this game, which requires natural language negotiation and cooperation with humans. In short, Cicero can lie, scheme, build trust, pass as human, and ally with humans. So what does that mean for the future of AGI? This week’s guest is research scientist Noam Brown. He co-created Cicero on the Meta Fundamental AI Research Team, and is considered one of the smartest engineers and researchers working in AI today. Co-hosts Sarah Guo and Elad Gil talk to Noam about why all research should be high risk, high reward, the timeline until we have AGI agents negotiating with humans, why scaling isn’t the only path to breakthroughs in AI, and if the Turing Test is still relevant. by No Priors: Artificial Intelligence | Technology | Startups

59 min listen

Going Full Send on AI, and the (Positive) Impact of AI on Jobs, with Kevin Scott, CTO of Microsoft: In this episode, Sarah and Elad speak with Microsoft CTO Kevin Scott about his unlikely journey from rural Virginia to becoming the driving force behind Microsoft's AI strategy. Sarah and Elad discuss the partnership that Kevin helped forge between Microsoft and OpenAI and explore the vision both companies have for the future of AI. They also discuss yesterday’s announcement of “copilots” across the Microsoft product suite, Microsoft’s GPU computing budget, the potential impact of open source AI models in the tech industry, the future of AI in relation to jobs, why Kevin is bullish on creative and physical work, and predictions for progress in AI this year. by No Priors: Artificial Intelligence | Technology | Startups

55 min listen

Founder Stories: What’s behind the largest commercial autonomous system on earth? With Zipline’s Keller Rinaudo Cliffton: A delivery with Zipline is the closest thing we have to teleportation. It sounds like science fiction, but Zipline delivers life saving medical supplies such as blood and vaccines to hospitals, doctors and people in need around the world with the world's largest autonomous drone network. This week on the podcast, Sarah Guo talks to Keller Rinaudo Cliffton, the co-founder and CEO of Zipline, about building a full-stack business that involves software, hardware and operations, how a culture of ruthless engineering practicality enabled them to do unlikely things, the state of autopilot in aircraft, their acoustic detect-and-avoid system, and why founders should build for users beyond the "golden billion." by No Priors: Artificial Intelligence | Technology | Startups

46 min listen

The Computing Platform Underlying AI, with Jensen Huang, Founder & CEO of NVIDIA: So much of the AI conversation today revolves around models and new applications. But this AI revolution would not be possible without one thing – GPUs, Nvidia GPUs. The Nvidia A100 is the workhorse of today’s AI ecosystem. This week on No Priors, Sarah Guo and Elad Gil sit down with Jensen Huang, the founder and CEO of NVIDIA, at their Santa Clara headquarters. Jensen co-founded the company in 1993 with a goal to create chips that accelerated graphics. Over the past thirty years, NVIDIA has gone far behind gaming and become a $674B behemoth. Jensen talks about the meaning of this broader platform shift for developers, making very long term bets in areas such as climate and biopharma, their next-gen Hopper chip, why and how NVIDIA chooses problems that are unsolvable today, and the source of his iconic leather jackets. by No Priors: Artificial Intelligence | Technology | Startups

45 min listen

Will Everyone Have a Personal AI? With Mustafa Suleyman, Founder of DeepMind and Inflection: Mustafa Suleyman, co-founder of DeepMind and now co-founder and CEO of Inflection AI, joins Sarah and Elad to discuss how his interests in counseling, conflict resolution, and intelligence led him to start an AI lab that pioneered deep reinforcement learning, lead applied AI and policy efforts at Google, and more recently found Inflection and launch Pi, a personalized intelligence. Mustafa offers insights on the changing structure of the web, the pressure Google faces in the age of AI personalization, predictions for model architectures, how to measure emotional intelligence in AIs, and the thinking behind Pi: the AI companion that knows you, is aligned to your interests, and provides companionship. Sarah and Elad also discuss Mustafa’s upcoming book, The Coming Wave (expected release September 12, 2023), which examines the political ramifications of AI and digital biology revolutions. by No Priors: Artificial Intelligence | Technology | Startups

52 min listen

What’s Beyond GitHub Copilot? With Copilot's Chief Architect and founder of Minion.AI Alex Graveley: Everyone talks about the future impact of AI, but there’s already an AI product that has revolutionized a profession. Alex Graveley was the principal engineer and Chief Architect behind Github Copilot, a sort of pair-programmer that auto-completes your code as you type. It has rapidly become a product that developers won’t live without, and the most leaned-upon analogy for every new AI startup – Copilot for Finance, Sales, Marketing, Support, Writing, Decision-Making. Alex is a longtime hacker and tinkerer, open source contributor, repeat founder, and creator of products that millions of people use, such as Dropbox Paper. He has a new project in stealth, Minion AI. In this episode, we talk about the uncertain process of shipping Copilot, how code improves chain of thought for LLMs, how they improved product, performance, how people are using it, AI agents that can do work for us, stres by No Priors: Artificial Intelligence | Technology | Startups

36 min listen

What does AI-powered content creation look like? with Runway ML’s Cristobal Valenzuela: For a long time, AI-generated images and video felt like a fun toy. Cool, but not something that would bring value to professional content creators. But now we are at the exciting moment where machine learning tools have the power to unlock more creative ideas. This week on the podcast, Sarah Guo and Elad Gil talk to Cristobal Valenzuela, a technologist, artist and software developer. He’s also the CEO and co-founder of Runway, a web-based tool that allows creatives to use machine learning to generate and edit video. You've probably already seen Runway's work in action on the Late Show with Stephen Colbert and in the feature film Everything Everywhere All at Once. by No Priors: Artificial Intelligence | Technology | Startups

47 min listen

What is the role of academia in modern AI research? With Stanford Professor Dr. Percy Liang: When AI research is evolving at warp speed and takes significant capital and compute power, what is the role of academia? Dr. Percy Liang – Stanford computer science professor and director of the Stanford Center for Research on Foundation Models talks about training costs, distributed infrastructure, model evaluation, alignment, and societal impact. Sarah Guo and Elad Gil join Percy at his office to discuss the evolution of research in NLP, why AI developers should aim for superhuman levels of performance, the goals of the Center for Research on Foundation Models, and Together, a decentralized cloud for artificial intelligence. by No Priors: Artificial Intelligence | Technology | Startups

47 min listen

What's for Dinner? AI-Driven Commerce with Instacart CEO Fidji Simo: Fidji Simo, the CEO of Instacart and co-founder of Metrodora Institute, a research institute for neuroimmune axis disorders, shares her personal journey from growing up in France, to serving as head of product for Facebook, to becoming a wartime CEO. Fidji talks about the future of Instacart, their AI strategy, how the current era of AI is different from prior ML waves, and the impact of LLMs in commerce, robotics and healthcare. She also shares how she earns followership from her teams, leading through crisis. by No Priors: Artificial Intelligence | Technology | Startups

40 min listen

The AI Will See You Now: Exploring Biomedical AI and Google’s Med-PaLM2 With Karan Singhal: What if AI could revolutionize healthcare with advanced language learning models? Sarah and Elad welcome Karan Singhal, Staff Software Engineer at Google Research, who specializes in medical AI and the development of MedPaLM2. On this episode, Karan emphasizes the importance of safety in medical AI applications and how language models like MedPaLM2 have the potential to augment scientific workflows and transform the standard of care. Other topics include the best workflows for AI integration, the potential impact of AI on drug discoveries, how AI can serve as a physician's assistant, and how privacy-preserving machine learning and federated learning can protect patient data, while pushing the boundaries of medical innovation. by No Priors: Artificial Intelligence | Technology | Startups

43 min listen

Listener Q&A: AI Misconceptions, The Reality of Regulation, Infinite Context, Incumbent AI Execution and Startup Ideas: This week on No Priors, Sarah and Elad do another hangout to answer listener questions. Topics include debunking common misconceptions about AI and its implications on the world, the analogy to nuclear power and nuclear safety, the impact of larger context windows, developer productivity, incumbent announcements of AI products, and some requests for (fat) startups. by No Priors: Artificial Intelligence | Technology | Startups

35 min listen

What is the future of search? With Neeva’s Sridhar Ramaswamy by No Priors: Artificial Intelligence | Technology | Startups

36 min listen

Bringing AI to the Data Cloud, with Snowflake's CEO Frank Slootman: Frank Slootman, CEO of Snowflake Computing, joins Sarah Guo and Elad Gil this week on No Priors. Before scaling Snowflake to its blockbuster IPO and beyond, Frank was also the CEO from early to scale for landmark enterprise companies ServiceNow and Data Domain. Frank grew up in the Netherlands and is also the author of three books: Amp It Up, Rise of the Data Cloud, and Tape Sucks. In this episode, our hosts talk with Frank about the opportunity for generative AI in the enterprise, why Snowflake isn't really a data warehousing company, their acquisitions of Neeva and Streamlit, apps within Snowflake, and how AI relates to traditional analytics and BI. He also talks about his personal journey, why it's always a good time to do performance management, and why most leaders struggle to raise the bar for performance. by No Priors: Artificial Intelligence | Technology | Startups

52 min listen

Listener Q&A: AI Investment Hype, Foundation Models, Regulation, Opportunity Areas, and More by No Priors: Artificial Intelligence | Technology | Startups

34 min listen

How Cerebras is Beating the GPU Crunch Using the World’s Largest AI Processor Chip with CEO Andrew Feldman by No Priors: Artificial Intelligence | Technology | Startups

30 min listen

Personalizing AI Models with Kelvin Guu, Staff Research Scientist, Google Brain by No Priors: Artificial Intelligence | Technology | Startups

40 min listen

Model Quality, Fine Tuning & Meta Sponsoring Open Source Ecosystem by No Priors: Artificial Intelligence | Technology | Startups

24 min listen

What happens to Observability If Code is AI-Generated? The Potential for AI in DevOps, with Datadog Co-founder/CEO Olivier Pomel: Olivier Pomel, co-founder and CEO of Datadog, the leading observability company, discusses the company’s founding story, early product sequencing, platform strategy, and acquisitions. Olivier also shares his thoughts on their more recent expansion into security, and why he’s bullish on the potential for AI in DevOps. by No Priors: Artificial Intelligence | Technology | Startups

45 min listen

How Palantir’s AI Bet is Revolutionizing Defense and Beyond, with CTO Shyam Sankar by No Priors: Artificial Intelligence | Technology | Startups

40 min listen

How Replit’s AI Tools are Leading the Collaborative Software Development Revolution, with CEO, Head Engineer, and Co-founder Amjad Masad by No Priors: Artificial Intelligence | Technology | Startups

30 min listen

How do we go from search engines to answer engines? With Perplexity AI’s Aravind Srinivas and Denis Yarats by No Priors: Artificial Intelligence | Technology | Startups

39 min listen

The AI Tutor For Every Child and the Next Frontier of Education, From Khan Academy’s Creator Sal Khan by No Priors: Artificial Intelligence | Technology | Startups

48 min listen

AI & Defense Technology with Anduril CEO Brian Schimpf: Today on No Priors, we discuss defense technology, AI, drones, and autonomous vehicles (think giant submarine drones!) with Brian Schimpf, the co-founder and CEO of Anduril, a next-generation defense technology company. From his early days of coding at age 12 to working on self-driving cars, and finally founding Anduril, Brian's incredible journey led him to create innovative solutions for pressing defense problems. This episode covers the impact of AI, intelligent software, and other technologies to defense. We discuss the challenges of deploying and selling technology in the government spaceBrian shared his perspective on building general-purpose defense technology, the importance of a software-first approach, and how Anduril is working to solve urgent defense problems with speed and efficiency. As we wrapped up our conversation, we touched on the recent shift in the low cost of space launch, which has changed the way the US t by No Priors: Artificial Intelligence | Technology | Startups

51 min listen

Listener Q&A: 2024 Tech Market Predictions, Long Term Implications of Today’s GPU Crunch, and Will AI Agents Bring Us Happiness? by No Priors: Artificial Intelligence | Technology | Startups

24 min listen

Discover this podcast and so much more

The Computing Platform Underlying AI, with Jensen Huang, Founder & CEO of NVIDIA

Description

Titles in the series (63)

More Episodes from No Priors: Artificial Intelligence | Technology | Startups

Related podcast episodes