Founder's Take

Context engineering is the real unlock—designing what AI sees, remembers, and acts on. At Hubs, we’re building assistants that retain memory, share goals, and evolve with your work.

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.

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.