StochStack

Signal Logs

Latent Workflow Maps

2026-02-05

State is the real interface.

Most AI tools still expose single-turn interfaces. Real work, however, is multi-state and path dependent.

A latent workflow map externalizes decision points, confidence levels, and reversible branches.

When uncertainty is visible, collaboration quality rises because teams reason over shared state instead of memory.

Interface minimalism without state visibility is hidden complexity.