Karpathy says visual interfaces tap the “GPU in our heads.” Here’s why giving AI a canvas—not just chat—unlocks its collaborative power—and how Hubs is answering the call.
Fresh thinking, product notes and lessons learned from the Hubs team
Karpathy says visual interfaces tap the “GPU in our heads.” Here’s why giving AI a canvas—not just chat—unlocks its collaborative power—and how Hubs is answering the call.
Bob McGrew (ex-OpenAI) says the real startup edge is taking what you know deeply outside the model, piping it into frontier AI, and turning the outputs into decisive action. That’s the leverage we’re building at Hubs.
Visual beats text. Hubs is building a GUI that turns AI insight into living visuals— a “highway to your brain,” 15× faster than any scrolling thread.
We're building a platform where humans and AI collaborate over time toward shared goals. No more isolated chats—assistants work alongside you, track progress, and keep context alive. It’s not chat. It’s collaboration.
AI finally learns your world—holding a living record of every goal and decision, ending the re-explanation loop for good.
Answers on demand were step one; now Hubs is engineering AI that owns the follow-through.
Hubs’ assistants know your goals and ship tasks, multiplying your impact.
Early access coming soon.