Topic starters

Use these low-risk starting conditions when a learner does not want to begin with a personal or workplace topic. For complete reasoning paths, use the Gallery.

Customer Conversation

Prepare a short explanation for a customer whose order is delayed. Preserve honesty and the relationship without promising a date that is not confirmed.

Useful criteria: honesty, empathy, clarity, and no unsupported promises.

What is at stake: The customer needs an honest expectation without losing trust because of a promise no one can keep.

Plausible next step: Agree on when and how the customer will receive the next confirmed update.

Community Event

Explain a neighborhood coffeehouse learning session to someone who is curious but does not consider themselves technical.

Useful criteria: welcoming language, concrete expectations, no hype, and a clear invitation.

What is at stake: The listener is deciding whether the session will welcome them and be worth their time.

Plausible next step: Invite the listener to ask one question or reserve a place without requiring a technical commitment.

Workplace or Small Business

Explain a proposed low-risk AI experiment to a colleague who is concerned about privacy and workload.

Useful criteria: limited scope, explicit boundaries, realistic benefit, privacy, and a reversible next step.

What is at stake: The colleague needs to know that privacy and workload will not be traded for an unproven benefit.

Plausible next step: Ask whether one bounded, reversible trial is worth approving and name the condition that would stop it.

Personal or Creative Alternative

Explain a hobby, volunteer role, creative project, or fictional service to a listener who knows little about it.

Useful criteria: natural voice, one memorable detail, understandable value, and no pressure to disclose personal information.

What is at stake: The listener should understand why the activity matters without the speaker revealing anything private.

Plausible next step: Invite one informed question, a visit, or a small way to participate that fits the fictional scenario.

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Source: labs/forty-five-seconds-to-make-it-clear/materials/topic-starters.md