Communicating results to non-technical stakeholders

Summary

Translating model performance and limitations into language a product or business stakeholder can actually act on — a skill that differentiates senior AI engineers.

• 1Practice explaining a model's accuracy/limitations without jargon, using a concrete business impact framing.
• 2Prepare a short example of managing expectations about what a model can and can't do.
• 3Avoid overselling — practice being honest about uncertainty in a way that still builds confidence.