Explicit preferences
Scheduled in the staged roadmap.
INSPECTABLE PERSONALIZATION
What the Agent remembers
Review preferences, mastery, error patterns, evidence, and teaching strategies.
Checking API…
INVITATION REQUIRED
Join the closed beta
Tell the Agent what to remember
Sense mastery
Scheduled in the staged roadmap.
Error patterns
Scheduled in the staged roadmap.
Teaching strategies
Scheduled in the staged roadmap.
PRODUCT PRINCIPLE
AI prepares. People decide.
Predictions and tutoring propose actions. Approval remains an explicit user decision.