No Priors: Artificial Intelligence | Technology | Startups

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 development for AI engineers. Erik talks about his early work on Spotify’s ML algorithms, what Modal offers today, and his vision for building an end-to-end solution for AI engineers. They dive into GPU trends, cloud vs on-premise setups, and when to train custom models vs use off-the-shelf solutions. Erik also shares his thoughts on the evolving role of AI in fields like coding, physics, and music. Sign up for new podcasts every week. Email feedback to [email protected] Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @Bernhardsson Show Notes: 0:00 Introduction  0:22 Erik's early interest in ML infra 1:22 Founding Modal Labs  4:17 State of GPU use today and what’s to come 7:14 Modal's end-to-end vision  9:00 Differentiating amongst competition 10:20 Cloud vs on-premise  12:35 Popular AI models  13:20 Gaps in AI infrastructure 14:55 Insights on vector databases  16:48 Training models vs off-the-shelf models  17:47 AI’s impact on coding and physics 22:14 AI's impact on music

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 privilege of speaking with some of the brightest minds in the field. As we look back on the past months, we’re excited to share highlights from some of our favorite No Priors podcast episodes. Featured guests include Jensen Huang (Nvidia), Andrej Karpathy (OpenAI, Tesla), Bret Taylor (Sierra), Aditya Ramesh, Tim Brooks, and Bill Peebles (OpenAI’s Sora Team), Dmitri Dolgov (Waymo), Dylan Field (Figma), and Alexandr Wang (Scale). Want to dive deeper? Listen to the full episodes here: NVIDIA's Jensen Huang on AI Chip Design, Scaling Data Centers, and his 10-Year Bet No Priors Ep. 89 | With NVIDIA CEO Jensen Huang  The Road to Autonomous Intelligence, With Andrej Karpathy from OpenAI and Tesla No Priors Ep. 80 | With Andrej Karpathy from OpenAI and Tesla Transforming Customer Service through Company Agents, with Sierra’s Bret Taylor No Priors Ep. 82 | With CEO of Sierra Bret Taylor OpenAI’s Sora team thinks we’ve only seen the "GPT-1 of video models" No Priors Ep.61 | OpenAI's Sora Leaders Aditya Ramesh, Tim Brooks and Bill Peebles Waymo’s Journey to Full Autonomy: AI Breakthroughs, Safety, and Scaling No Priors Ep. 87 | With Co-CEO of Waymo Dmitri Dolgov Designing the Future: Dylan Field on AI, Collaboration, and Independence No Priors Ep. 55 | With Figma CEO Dylan Field The Data Foundry for AI with Alexandr Wang from Scale No Priors Ep. 65 | With Scale AI CEO Alexandr Wang Sign up for new podcasts every week. Email feedback to [email protected] Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil Show Notes: 0:00 Introduction  0:15 Jensen Huang on building at data-center scale  4:00 Andrej Karpathy on the AI exo-cortex, model control, and a shift to smaller models  7:14 Bret Taylor on the agentic future of business interactions  11:17 OpenAI’s Sora team on visual models and their role in AGI  15:53 Waymo’s Dmitri Dolgov on bridging the gap to full autonomy and the challenge of 100% accuracy  19:00 Figma’s Dylan Field on the future of interfaces and new modalities  23:29 Scale AI’s Alexandr Wang on the journey to AGI  26:29 Outro

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 engineering at HubSpot, and selling Drift for $1B. He also discusses his work consulting with OpenAI in 2022, which deepened his understanding of the business opportunity LLMs presented and inspired him to start Agency. In this episode, Elias offers a unique perspective on the future of AI and customer success, explaining how current software has fallen short and his vision for a new generation where customers have direct relationships, spend less time on tasks, and have software working invisibly on their behalf. They also discuss the evolving landscape of hiring as teams shrink, and Elias reveals his ambitious plan to reach $1B in revenue with fewer than 100 employees. Sign up for new podcasts every week. Email feedback to [email protected] Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @EliasT  Show notes: 0:00 Introduction 0:34 Elias’ journey to entrepreneurship 2:36 Growing HubSpot to IPO and founding Drift 6:19 Consulting with OpenAI, learning about LLMs, and diving into AI 9:35 Founding Agency to focus on customer success and AI-driven solutions 11:40 What will a customer experience look like in 5 years? 15:48 Company building in an era of AI, as a 5th time founder 18:32 Reducing headcount while raising the bar on hiring 20:35 Key challenges in building Agency and crafting a standout product 23:06 Addressing software flaws and transitioning to an era of intuitive, self-operating solutions 26:27 Timeline for the next-gen software revolution + the power of building from first principles

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-scale AI data centers. Felix and Ty discuss how their backgrounds in materials science led them to tackle one of the most pressing challenges in tech today: thermal efficiency and heat management at scale. They explore how Akash is overcoming the limitations of traditional semiconductors and how their innovations could significantly boost AI performance. Felix and Ty also talk about their collaboration with India’s sovereign cloud provider, the importance of strengthening U.S. manufacturing in the AI chip market, and the role Akash Systems could play in advancing satellite technologies. Sign up for new podcasts every week. Email feedback to [email protected] Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil |@AkashSystems | @FelixEjeckam Show Notes: 0:00 Introduction 0:30 What is Akash Systems? 2:12 Felix’s personal path to building Akash Systems 4:45 Ty’s approach to acquiring customers 6:40 Challenges of operating in space 7:54 Live demo on diamond’s conductivity 9:50 Heat issues in data centers 15:38 Heat as a fundamental limit to technological progress 20:44 Akash’s role in the semiconductor market 22:54 Growing diamonds 25:10 Collaborating with India’s sovereign cloud provider 28:15 Importance of American manufacturing for AI chips and outlook on current data capacity  29:45 The Chips Act 31:22 Future of national security lies in satellite and radar tech 32:46 Critical issues in the U.S. AI supply chain 36:34 Deep learning’s role in material science discovery 40:16 The future: AI expanding our possibilities