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Applied AI·August 24, 2026·1 min read

Sam Altman said scrolling through his inbox without AI makes him feel productive

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A frontier lab CEO preferring manual email is a reminder that perceived control and cognitive load matter as much as automation potential. When you roll out AI to knowledge workers, design for opt-in and transparency—if people feel managed by the tool, they’ll route around it even if it’s objectively faster.

Applied AI

Nvidia says its inference accelerator Groq 3 LPX has entered full production and Nebius has signed on as the first customer; SpaceXAI will adopt Vera CPUs

Dedicated inference silicon like Groq 3 LPX entering full production—paired with early adopters like Nebius and SpaceXAI—means the performance-per-watt race for agent workloads is moving beyond general GPUs. If you’re planning high-volume inference, start modeling TCO across heterogeneous accelerators now rather than assuming “more H100s” is the only path.