Augmentation, Not Replacement
The dominant AI narrative—replace humans, cut costs—misses the point. For work where relationships are the product, augmentation beats automation.
Thinking out loud about technology, hospitality, and what happens when they meet.
The dominant AI narrative—replace humans, cut costs—misses the point. For work where relationships are the product, augmentation beats automation.
How a forty-year-old cognitive science framework shaped our approach to organizational memory—and why beliefs, desires, and intentions matter for AI systems.
Dashboards are where context goes to die. We made a different choice.
The surface between capability and reality. After ten years in the industry—hospitality startup, McKinsey, Google—I'm leaving to build collective intelligence for hospitality.
Foundation models create capability. Harnesses create reality. Why the real AI value is in specialized reality-encoding, not wrappers.
Most hospitality AI fails because it doesn't speak the language of hospitality. What would it take to build systems that actually understand the domain?
A boutique ryokan in Kanazawa understood omotenashi—until a check-in kiosk interrupted the warmth. What happens when technology degrades care instead of enhancing it?
What I learned about anticipatory care from a snowstorm arrival at a Japanese ryokan—and why it matters for the future of hospitality technology.