Research Themes
The topics we are actively working through and will publish as the product and research mature.
Research theme
Why cognition infrastructure matters
A platform view of intent, structure, and execution — and why apps alone aren’t enough.
Research theme
Voice-first UX without cognitive overload
Designing capture flows that reduce friction without increasing cognitive load.
Research theme
Reliability layers for structure extraction
Why deterministic validation and evaluation harnesses matter for user trust.
Research theme
Privacy-by-design: minimization and user control
Practical privacy principles for systems that handle voice and intent.
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