cover of episode #96 Advanced UX Patterns for AI Products – Part 2

#96 Advanced UX Patterns for AI Products – Part 2

2024/12/12
logo of podcast Future of UX | Your Design, Tech and User Experience Podcast | AI Design

Future of UX | Your Design, Tech and User Experience Podcast | AI Design

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@Patricia Reiners : 本期播客深入探讨了AI产品中高级UX设计模式,例如Token Layering、Variations和Color Schemes,这些模式通过增强用户参与度和透明度来提升用户体验。Token Layering模式允许用户通过使用特定的关键词或tokens来构建提示,从而引导AI生成更准确、更符合需求的输出。以Adobe Firefly为例,用户可以叠加视觉tokens来微调提示,从而更好地控制AI生成的图像或设计。Variations模式则为用户提供基于单个提示的多个AI生成选项,使用户可以选择最符合需求的结果,这不仅节省了时间,也提升了用户满意度。Color Schemes模式利用视觉提示(例如特定颜色)来帮助用户识别AI功能或内容,例如,邮件客户端可以使用特定颜色突出显示AI建议的回复,从而增强透明度和信任度。许多公司使用特定的图标(例如闪光图标)和颜色(例如紫色)来表示AI生成的內容。这些模式仍在不断发展完善中,但它们为AI产品的设计提供了宝贵的指导。Shapes of AI等资源可以帮助设计师学习更多关于AI UX模式的信息。

Deep Dive

Key Insights

What is the purpose of the token layering pattern in AI UX design?

The token layering pattern allows users to construct prompts using specific keywords or tokens, guiding the AI to produce more accurate and tailored outputs. This method gives users greater control over the AI's output, making the creative process more interactive and personalized.

How does the variation pattern enhance user engagement in AI products?

The variation pattern presents users with multiple AI-generated options based on a single prompt, allowing them to choose the result that best fits their needs. This approach saves time and enhances user satisfaction by offering choices that align with their preferences.

Why are distinct color schemes important in AI UX design?

Distinct color schemes help users identify AI features and differentiate AI-generated content from human-generated content. This visual differentiation builds trust and transparency, ensuring users are aware of the AI's role in the interaction.

What role does Adobe Firefly play in demonstrating token layering?

Adobe Firefly, an image generation tool, allows users to input visual tokens representing specific concepts or styles. By layering these tokens, users can fine-tune their prompts, leading to more specific AI-generated images or designs.

What is the significance of the sparkle icon in AI products?

The sparkle icon is a common visual cue used to represent AI features. It helps users quickly identify AI-generated content, often paired with specific colors like purple, which are widely used across various AI tools.

How do AI UX patterns contribute to creating trustworthy interfaces?

AI UX patterns like token layering, variations, and color schemes enhance user engagement and transparency by providing greater control, multiple options, and visual cues that differentiate AI-generated content from human-generated content, thereby building trust.

What is the current status of AI UX patterns in design?

AI UX patterns are still a work in progress, with companies continuously exploring and refining how to best implement them. They serve as guidelines rather than strict rules, helping designers create more intuitive and trustworthy AI interfaces.

What resource is recommended for learning more about AI UX patterns?

The 'Shapes of AI' library by Emily Campbell is highly recommended for further exploration of AI UX patterns. It provides insights into how different companies are solving design problems related to AI interfaces.

Chapters
This chapter explores advanced UX patterns in AI product design, focusing on token layering for precise AI inputs, variations for offering multiple AI-generated options to users, and color schemes for visually differentiating AI features. Real-world examples like Adobe Firefly illustrate these concepts.
  • Token layering allows users to construct prompts using specific keywords or tokens, guiding the AI to produce more accurate outputs.
  • Variations present users with multiple AI-generated options based on a single prompt, enhancing user satisfaction and providing choices.
  • Color schemes help users identify AI features and content, building trust and transparency by visually differentiating AI-generated content from human-generated content.

Shownotes Transcript

In Part 2 of Future of UX’s series on AI UX patterns, host Patricia Reiners delves deeper into design strategies that enhance user engagement and transparency in AI-powered products. Discover how advanced patterns like Token Layering, Variations, and Color Schemes are shaping user interactions and offering greater control and clarity in AI systems. With real-world examples and insights from The Shape of AI, this episode highlights the importance of visual cues, multiple options, and interactive prompts in creating intuitive, trustworthy AI experiences. Tune in to learn how to effectively implement these patterns in your designs for the evolving AI landscape.

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