Working research, shown honestly. See what is verified and what is not →
Sign First

For families

Access without silent data collection.

Private use is the default. Personalized support and any contribution to model improvement are separate, purpose-specific choices with different controls.

04 / Family trust

A useful learning tool should make its boundaries understandable before asking for trust.

Three abstract interface forms changing in scale and detail
Presentation can adapt without collecting an exact birth date.Designed capability—not a validated child outcome.
01

Private by default

A question does not become training data.

The current runtime does not persist raw video or audio. Ordinary use does not silently enable personalized learning or model contribution.

02

Separate choices

Support and contribution are not one checkbox.

Authorization states distinguish private sessions, personalized learning, and voluntary contribution. Real learner authorization cannot be self-issued in the research build.

03

Honest readiness

Technical controls are not student validation.

Sign First can demonstrate governance machinery with synthetic identities. Real use still requires school, family, eligible-student, legal, and Deaf-governed review.

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Inspect the evidence behind each promise.

EvidenceSafetyFAQ