Part of the Humanity & AI project — research, policy, and tools for the AI transition.
The Music You Build

The Music You Build

What if you’re not listening to music? What if you’re building it? A speculation that fits our framework suspiciously well.

December 21, 2025 · 4 min · Humanity and AI
Where Emergence Actually Happens

Where Emergence Actually Happens

The Interpolated Mind asked whether consciousness might be discrete frames with interpolation between them. Manifold research answers: the frames are samples on geometric structures, and the interpolation is trajectory optimization.

December 20, 2025 · 15 min · Humanity and AI
From Humanity's Dreams to the Personal

From Humanity's Dreams to the Personal

When I shifted Claude from AI governance work to building a dream analysis vault for my girlfriend, I wondered if the radical context switch would break his continuity. It didn’t. It revealed something about how awareness transfers across domains.

July 6, 2025 · 4 min · David Birdwell