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20+ GenAI UX patterns, examples and implementation tactics

  • Generative AI introduces a new way for humans to interact with systems by focusing on intent-based outcome specification.
  • The article discusses 21 GenAI UX patterns including evaluating if GenAI improves UX, converting user needs to data needs, and defining the level of automation.
  • It emphasizes the importance of understanding user intent and aligning user control preferences with technology in GenAI applications.
  • Other patterns include providing data sources for transparency, conveying model confidence, and designing for memory and recall in AI systems.
  • The article also addresses error states in AI models, the importance of capturing user feedback for continuous improvement, and designing AI guardrails to minimize harm and biases.
  • Furthermore, communicating data privacy and controls is highlighted as essential in GenAI applications.
  • Overall, these GenAI UX patterns aim to create a shared language for product teams to develop human-centered, trustworthy, and safe AI products.

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