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Notes on practice, not instruction.

Perspectives on capability, learning design, and how to tell a genuinely useful practice tool from a well-produced demo.

Training & Behaviour Change

Your Training Scored 4.8 Out of 5. Nothing Changed.

A learner can rate a session highly and still be unable to handle the exact situation it was meant to prepare them for. The gap between enjoyable training and actual behaviour change.

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L&D Metrics

Completion Rate Is the Wrong Number on Your L&D Dashboard

Completion rate was never built to measure capability. What a better mental model actually measures, and the number that changes the CHRO conversation.

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AI & Learning Design

Every Vendor Now Has an AI Demo. Here's What to Look Underneath It.

A fluent AI conversation and a pedagogically sound learning experience are not automatically the same thing. Four questions that separate the two, before you sign anything.

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More notes on practice and learning design coming soon.

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