Early evidence
What we know so far.
Spring 2026 classroom use produced strong early indicators across seven university sections.
Spring 2026 mid-term survey results
96%
Role clarity
4.83/5
Psych safety
4.82/5
Goal clarity
7
Beta sections
Spring 2026 mid-term survey · seven university sections.
These are early classroom indicators. They describe student responses during the beta and should not be read as causal study results.