Modern software reduces judgment to dashboards and filters; we build instruments for thinking that keep humans in control while scaling access to data, context, and memory.
AI is a tool, not the identity: it supports exploration with legible structure and traceable paths, without replacing human judgment.
We are not anti-software or anti-automation; we are against black-box substitution where the system cannot show its evidence and provenance.
The next step in HCI is not "more AI."
It's interfaces that let humans see, touch, and verify what the system is doing.
Dashboards that flatten reality into charts.
Black-box assistants that can't show their path.
Abstraction as default.
Human-first interactions for navigating ideas, systems, and evidence.
Interactive structures that attach evidence and relationships.
Directly explore ideas, relationships, and evidence.
Turn a physical space into an instrument—touch regions to trigger sound, pattern, and rhythm.
Automate Facebook/Instagram through scoped auth, inspectable actions, and HITL.