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Ideas about learning.

Insights on AI-powered education, course creation, and what makes learning actually stick.

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Twenty-One Days Out
AI in education licensure exam prep NCLEX

Twenty-One Days Out

What changes in an AI coach's restraint once a learner has a fixed, high-stakes exam date and scored practice on the line.

The Exam Already Agrees With You
AI in education licensure exam prep NCLEX

The Exam Already Agrees With You

When a proctored, adaptive exam is the endpoint, borrowed fluency has nowhere to hide and productive struggle has to be budgeted, not just preserved.

Stop When the Learner Can Continue
AI in education adaptive learning scaffolding

Stop When the Learner Can Continue

How an AI coach should decide when it has provided enough help.

The Infinite Tutor and the Finite Mind
AI in education attention adaptive learning

The Infinite Tutor and the Finite Mind

The danger is that we mistake abundance for instruction.

The Five Seconds After “I Don’t Know”
AI in education adaptive learning AI coaching

The Five Seconds After “I Don’t Know”

What an AI system does when a learner hesitates reveals whether it is designed to deliver answers or develop capability.

AI Is Not a Content Problem. It Is a Learning Environment Problem.
AI in education adaptive learning mental models

AI Is Not a Content Problem. It Is a Learning Environment Problem.

AI can produce a polished answer in seconds. The educational question is whether, and under what conditions, it helps learners develop new capabilities.

RokSpark Pilot Launches at the University of Illinois Urbana-Champaign
UIUC pilot program AI learning

RokSpark Pilot Launches at the University of Illinois Urbana-Champaign

RokSpark's AI-powered learning platform is now live for the UIUC community — what the pilot includes and how to get involved.