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Waitlist - AI in Content Design:
Data, Structure, and Evaluation

An online, hands-on workshop designed for UX writers and content designers ready to go beyond prompting.

If you’ve experimented with AI in content design, you already know that writing a great prompt is just one part of the equation. To get reliable, high-quality AI outputs, you need to structure your data, design effective system messages, and evaluate AI responses with precision.

In this workshop, you’ll go beyond generating UI text and gain hands-on experience structuring AI inputs, diagnosing output issues, and refining AI models for better performance.

This workshop will cover:

  • Data: Learn how structured data shapes AI responses and ensures accuracy.
  • Structure: Design system messages that guide AI behavior and improve consistency.
  • Evaluation: Develop an AI evaluation framework to assess accuracy, clarity, and relevance.

Through real-world exercises and practical application, you’ll gain the skills to structure and refine AI models in ways that enhance content quality, improve user experience, and create AI-powered tools that actually work.

💡 Join the waitlist to be notified when the first sessions and full workshop details are announced.

Presented by: Patrick Stafford, CEO + Cofounder of UX Content Collective

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