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Choose what should become possible when the session ends.

The subject gives a session its territory. The purpose gives it direction.

“AI” or “architecture” can name an interest. A stronger starting point describes an ability the participants need: understand a claim, inspect a prototype, review a result, explain a consequence, or learn a model they can apply.

If the immediate purpose is… Consider…
Recognize the consequential distinctions A briefing
Develop a connected foundation A seminar
Apply the idea to an artifact A workshop
Work through an individual's or small group's task Mentoring
Connect learning with organizational work A private-team session

These forms can be combined when there is a clear reason. The running time should serve the learning rather than become the main promise.

Howard Pearlmutter's experience includes advanced professionals, executives, independents, and cross-role groups. He can help connect a broad interest with a practical teaching purpose.

If the purpose is still emerging, start with the situation. What are people encountering? Where do explanations stop helping? Which ability would make the next stage of work easier to carry?

Read preparing a session, mental models, and examples.

Begin a conversation with the part already clear. A useful learning brief can grow from there.