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Capability design · 8 min
Why one small work experiment beats another broad AI webinar
A practical learning cycle creates confidence and evidence at the same time.
Read the visual essay →Ideas for practical AI capability
Less prediction. More useful practice.
Prototype articles and visual explainers for leaders, learners and teams navigating AI at work.
Completion is not capability: four signals worth watching
Look beyond course finishes to confidence, practice, artifacts and manager-verified application.
TaskWorkflowAgent
Agents · 7 minNot every process needs an agent
A simple decision map for choosing between a prompt, workflow, automation and agent.
Responsible AI · 5 minThe five-minute human review that prevents expensive mistakes
Design review moments around uncertainty, impact, reversibility and accountability.
Leadership · 9 minHow managers make AI learning socially safe
People experiment more responsibly when leaders normalize questions, limits and shared learning.