Blog
Ideas from Maru Labs
Experiential learning, client simulation, and teaching judgment in the age of AI.
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Beyond the Artifact: Designing AI Learning Loops for the Post-Output Era
If AI has made policing finished deliverables obsolete, rigor has to move somewhere. Four competencies, and a rubric, for grading the learning trajectory instead of the polish.
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The Surveillance Trap: Why AI Policing Fails Higher Education
Detection tools and blue books treat AI as an adversary. Rigor in the age of generative AI comes from redesigning how we teach and assess, not from locking the door.