Lab

Experiments in AI, psychology, interaction, and craft. Things I’m building, testing, or just curious about.

01 — Experiment

Chroma Capture

Liquid color. Move it, pop it. Save the moments you make.

This was an experiment testing whether a non-deterministic model can be constrained by a large set of immutable laws — fluid dynamics, buoyancy, Stokes drag, perceptual color space, harmonic acoustics — and produce coherent, principled output without deviation. Focusing on visuals like movement and color made it easy to validate if things were falling into the uncanny valley. If the physics feel wrong, you know it instantly, making the output an honest test of whether the system is respecting the rules or just approximating them.

The deviations showed up early. The blob count ignored its target because density is governed by spawn rate. A static grain overlay broke on a kinetic surface. Blobs tuned to influence each other's movement clumped instead of flowing naturally. I had to push back every time the output tried to approximate instead of adhere to the physics. It's possible to get there, but the iterations far exceeded what I initially expected and required stricter guardrails than I had in place at the start.

02 — Experiment

Typoglycemia

Scrambled letters your brain reads anyway. Scroll to watch them resolve.