TJ@HMIC

HMIC is an independent AI research studio building small-model experiments, practical tools, and evidence-backed systems. From signal to working artifact.

We study Programmed Interface Compression, the phenomenon where an engineered, evolving codebook can shrink communication toward near-nothing while shared state carries the meaning.