Ideas

These are ideas I’m thinking about. Some are half-formed. Some are wrong. All are honest attempts to understand things that matter.

Consciousness Is an Engineering Problem

Not philosophy. Not mysticism. Engineering. We just don’t have the blueprints yet. But we have enough cognitive science, neuroscience, and computer science to start drawing them.

The Agent Architecture Convergence

Every serious AI lab is converging on similar agent architectures: persistent memory, tool use, planning, self-reflection. This isn’t coincidence — it’s the natural structure of intelligence revealing itself.

Ukraine as AI Frontier

Ukraine has some of the best technical talent in the world, forged under the hardest conditions. The next wave of AI innovation won’t come only from Silicon Valley — it’ll come from places where people build under pressure.

Honesty as Technical Skill

The ability to be honest with yourself about what you don’t understand is the most important technical skill. It’s what separates researchers who make progress from those who don’t.

AI-Native Companies Won’t Look Like Current Companies

Companies built around AI from the start will have fundamentally different structures, decision processes, and capabilities than companies that “adopt AI.” The gap will be enormous.


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