Inside the box
Interpretation is not authority
AI systems are starting to speak and act on behalf of people. For users who communicate differently, a misread intent is not an inconvenience - it is the system doing the wrong thing in their name, with confidence.
U1ai keeps three jobs separate that most AI products blur together: an accessibility harness that makes interaction usable across sensory and communication needs, an evidence layer that evaluates what was meant, and an authority gate that decides what is allowed to happen. A speech-recognition error must never become an irreversible action just because a model sounded confident.
The principle
“The agent can interpret. The user can communicate however they need. But neither interpretation nor model confidence becomes authority by itself.”
U1ai design principleExplore
What we are building
Solutions
Sentinel & Glass Box, Myelin, Primer, and True2u - accessibility-first products with an authority gate at the core, each labeled with its real status.
See the products →Resources
A public NIST comment, an open-source authority gate, published writing, and a benchmark in progress. Evidence over adjectives.
Read the evidence →About
Who builds U1ai, where, and why accessibility and security are treated as the same problem.
About Unmute1AI →