Building toward measurable learning at scale.
What's Coming Next
v1.7 turns that new behavioral trail into governed adaptation. The AI Learning Steward is planned as an observer, not a chaos goblin: it will read the full state produced by v1.6 — quiz performance, scenario outcomes, directive engagement, badges, streaks, and completion history — and select a single typed intervention that actually fits the learner's recent behavior. The point is not to nag harder. The point is to respond with memory, judgment, and restraint.
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