Lenny Rachitsky · 2 min read · AI & Product
Why we’re at the beginning of the AI hardware boom | Caitlin Kalinowski (ex–OpenAI, Meta, Apple)
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AI hardware is entering a decisive expansion phase, and Caitlin Kalinowski explains why hardware design will shape AI’s trajectory. She connects VR infrastructure to current AI capabilities, discusses memory-price shocks and why startups should pre-buy components, and examines why humanoid robots remain prototypes and what gates mass deployment. She also shares leadership lessons from Jobs, Zuckerberg, and Altman.
Key Takeaways
- The AI hardware boom is just beginning and hardware innovation will drive AI capability and deployment scale.
- Memory price shocks are coming; startups should pre-buy critical components to mitigate supply and cost risks.
- VR-era technologies underpin modern AI and have implications even for areas like defense and large-scale systems.
- Humanoid robots are still prototypes; significant gates—technical and economic—still block mass deployment.
- Lessons from leaders like Jobs, Zuckerberg, and Altman emphasize strong product vision and hardware–software integration.
Excerpt
Caitlin Kalinowski is the former head of robotics and consumer hardware at OpenAI, helped design the MacBook Pro and MacBook Air at Apple, and led the AR and VR hardware teams at Meta. She’s designed and engineered some of the hardest and most beloved consumer hardware products in history and is now focused on the next frontier: robotics. Listen on YouTube , Spotify , and Apple Podcasts In our in-depth conversation, we discuss: VR—what happened? The coming memory price shock and why she’s telling startups to pre-buy now How the technologies built for VR became the foundation of modern warfare…