Latest Interviews
Showing 1–5 of 5 interview transcripts.
Clear all filters- Sequoia Capital54 min
Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again
Rich Sutton, Khurram Javed, Sonya Huang, Alfred Lin
Rich Sutton and Oak Lab advocate for "continual learning" as the essential default for true intelligence, critiquing current Large Language Models for freezing weights and relying on finite human-curated data rather than adapting through real-world experience. To overcome the barrier of catastrophic forgetting, the lab proposes a 12-step research agenda utilizing individual step-size optimization and meta-learning to enable neural networks to continuously update their internal world models. This approach aims to create energy-efficient, self-maintaining agents capable of forming general abstractions across diverse domains, moving the field beyond static training paradigms toward systems that evolve alongside their environments.
- Sequoia Capital55 min
Inside Zipline's Autonomous System: 140M Miles, Zero Incidents
Keller Rinaudo Cliffton, Eric Watson, Alfred Lin, Pat Grady
Since its 2016 launch in Rwanda, Zipline has evolved from a struggling medical logistics provider into a global autonomous infrastructure operator serving 5,000 hospitals across eight countries. The company now achieves a safety record of zero incidents over 140 million commercial miles while leveraging a vertical integration strategy to reduce delivery costs below those of human-driven vehicles. This operational success recently facilitated a $550 million partnership with the US State Department aimed at deploying similar life-saving services under a new commercial diplomacy framework.
- Sequoia Capital1h 2m
Training General Robots for Any Task: Physical Intelligence’s Karol Hausman and Tobi Springenberg
Karol Hausman, Tobi Springenberg, Alfred Lin, Sonya Huang
Physical Intelligence is deploying Pi-Star 0.6, a general-purpose robotic foundation model that achieves end-to-end task execution through RL from real-world experience. Founders Carol and Toby highlight this system's 2x throughput increase in tasks like coffee preparation and laundry folding, enabled by a "bootstrap" data strategy that prioritizes diverse human corrections over simulation. While zero-shot generalization allows operation in unseen environments, the company targets initial commercial releases in controlled settings before addressing safety challenges associated with full household integration.
- Sequoia Capital52 min
Building the Sales ‘System of Action’ with AI ft Clay’s Kareem Amin
Founded in 2017 by physicist Karim Amin, Clay has grown into an AI-native growth platform for go-to-market teams, currently serving over 4,500 customers with an estimated annual recurring revenue exceeding $20 million. The company differentiates itself by acting as a "system of action" that blends human creativity with automation to craft personalized outreach, enabling clients like Anthropic and Verkata to significantly boost data coverage and engagement rates. Supported by a "chill high achiever" culture and a network of specialized agencies, Clay is expanding its capabilities to unify sales, marketing, and customer success while pioneering recursive AI applications for long-term market disruption.
- Sequoia Capital53 min
DoorDash ft. Tony Xu – The “Wrong” Moves That Built a Giant
Tony Xu, Roelof Botha, Keith Yandell, Miki Kuusi, Alfred Lin, Rolof Guedan
Founded in 2013 by Tony Xu and three Stanford classmates, DoorDash disrupted the food delivery industry by targeting suburban markets with a merchant-first strategy before navigating severe capital shortages that nearly caused the company to collapse. Facing a critical 2018 cash crisis, the leadership accepted simultaneous term sheets from SoftBank and Sequoia Capital to secure a $535 million war chest, a move that enabled rapid expansion and allowed the firm to surpass competitors like Grubhub and Uber Eats by 2019. The company subsequently leveraged its operational efficiency and underdog mentality to pivot from a single restaurant category to a global logistics platform, a trajectory solidified by its pandemic-era support of merchants and the 2022 acquisition of Finland's Volt.