One private classroom
Hosted access is invitation-only. Uploaded files have no public media route, and browser ownership is checked on every private view and download.
Transparency
How Teach the Company actually works
The classroom creates portable context files. It does not claim to change model weights, publish autonomously or make private learning public.
One internal model
The hosted classroom can use an internal local model with bounded context. Evidence mode remains an honest fallback when a provider is unavailable.
Explicit unfinished work
Automatic public email is off. The future security lab uses synthetic records only. Claims appear publicly only after matching tests exist.
The practical rule