Google DeepMind's Vision for AI, Search and Gemini with Oriol Vinyals from Google DeepMind

Google DeepMind's Vision for AI, Search and Gemini with Oriol Vinyals from Google DeepMind

Author: Conviction August 1, 2024 Duration: 46:08
In this episode of No Priors, hosts Sarah and Elad are joined by Oriol Vinyals, VP of Research, Deep Learning Team Lead, at Google DeepMind and Technical Co-lead of the Gemini project. Oriol shares insights from his career in machine learning, including leading the AlphaStar team and building competitive StarCraft agents. We talk about Google DeepMind, forming the Gemini project, and integrating AI technology throughout Google products. Oriol also discusses the advancements and challenges in long context LLMs, reasoning capabilities of models, and the future direction of AI research and applications. The episode concludes with a reflection on AGI timelines, the importance of specialized research, and advice for future generations in navigating the evolving landscape of AI. Sign up for new podcasts every week. Email feedback to show@no-priors.com Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @oriolvinyalsml Show Notes:  (00:00) Introduction to Oriol Vinyals (00:55) The Gemini Project and Its Impact (02:04) AI in Google Search and Chat Models (08:29) Infinite Context Length and Its Applications (14:42) Scaling AI and Reward Functions (31:55) The Future of General Models and Specialization (38:14) Reflections on AGI and Personal Insights (43:09) Will the Next Generation Study Computer Science? (45:37) Closing thoughts

Elad Gil and Sarah Guo guide conversations in No Priors: Artificial Intelligence | Technology | Startups that cut straight to the core of what's happening now. This isn't about abstract futures; it's grounded in dialogues with the very people building and shaping the field-leading AI engineers, pioneering researchers, and the founders turning theory into reality. Each episode tackles the pressing, often daunting questions that define this technological inflection point. You'll hear them explore the practical pathways and hurdles toward AGI, debate which industries are genuinely poised for transformation, and examine how the state-of-the-art in research translates into real-world products and societal shifts. The discussions naturally span the impact on commerce, culture, and the very structure of how we live and work. Produced by Conviction, this podcast serves as an essential, clear-eyed resource for anyone looking to move beyond the hype and understand the forces driving the AI revolution. Sarah Guo, a startup investor, and Elad Gil bring their direct experience to these conversations, ensuring every interview provides substantive insight you can use.
Author: Language: English Episodes: 100

No Priors: Artificial Intelligence | Technology | Startups
Podcast Episodes
Erik Bernhardsson on Creating Tools That Make AI Feel Effortless [not-audio_url] [/not-audio_url]

Duration: 23:36
Today on No Priors, Elad chats with Erik Bernhardsson, founder and CEO of Modal Labs, a platform simplifying ML workflows by providing a serverless infrastructure designed to streamline deployment, scaling, and developme…
The Best of 2024 with Sarah Guo and Elad Gil [not-audio_url] [/not-audio_url]

Duration: 27:07
2024 has been a year of transformative technological progress, marked by conversations that have reshaped our understanding of AI's evolution and what lies ahead. Throughout the year, Sarah and Elad have had the privileg…
Revolutionizing Customer Success with Agency’s Elias Torres [not-audio_url] [/not-audio_url]

Duration: 31:18
Today on No Priors, Sarah sits down with Elias Torres, CEO and founder of Agency, an AI agent for customer success teams. Elias shares his journey from growing up in Nicaragua to founding several companies, leading engin…
How Diamond Cooling Could Power the Future of AI, with Akash Systems [not-audio_url] [/not-audio_url]

Duration: 42:21
In this episode of No Priors, Sarah sits down with Felix Ejeckam and Ty Mitchell, founders of Akash Systems, a company pioneering diamond-based cooling technology for semiconductors used in space applications and large-s…
Model Plateaus and Enterprise AI Adoption with Cohere's Aidan Gomez [not-audio_url] [/not-audio_url]

Duration: 44:15
In this episode of No Priors, Sarah is joined by Aidan Gomez, cofounder and CEO of Cohere. Aidan reflects on his journey to co-authoring the groundbreaking 2017 paper, “Attention is All You Need,” during his internship,…
AI and the Future of Math, with DeepMind’s AlphaProof Team [not-audio_url] [/not-audio_url]

Duration: 39:21
In this week’s episode of No Priors, Sarah and Elad sit down with the Google DeepMind team behind AlphaProof, Laurent Sartran, Rishi Mehta, and Thomas Hubert. AlphaProof is a new reinforcement learning-based system for f…