May 17, 2026 · 1h 39m
Hardware veteran warns of imminent memory price shock and robotics bottlenecks
Why we’re at the beginning of the AI hardware boom | Caitlin Kalinowski (ex–OpenAI, Meta, Apple)
As artificial intelligence transitions from digital models to physical robotics, critical hardware bottlenecks and supply chain strains threaten to stall the next wave of tech innovation.
- 1A looming memory price shock threatens to disrupt the supply chain and inflate costs for next-generation AI hardware.
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Caitlin Kalinowski details the looming memory price shock and the technical friction of building humanoid robots.
The brief
Hardware pioneer Caitlin Kalinowski, who shaped iconic devices at Apple, Meta, and OpenAI, warns that the robotics revolution faces immediate, severe roadblocks that the tech sector is largely unprepared to handle.
The most pressing threat is a looming memory price shock. As AI hardware demands skyrocket, supply chain bottlenecks and surging component costs threaten to stall the development of next-generation physical computing.
Beyond raw components, building humanoid robots introduces unprecedented engineering friction. True mobility and utility require solving massive power, weight, and mechanical trade-offs that software-centric firms often underestimate.
Navigating these complex physical constraints requires a distinct style of leadership. Drawing on her time with Steve Jobs and Mark Zuckerberg, Kalinowski emphasizes that hardware success demands relentless, uncompromising product design.
Featuring
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