Token layering
Visualizing how tokens influence AI’s understanding and response.
What
A method for users to combine and refine AI input through tokens, allowing more precise control over the generated output.
How
Users manually list tokens or use visual aids to adjust inputs, enhancing the AI's understanding of the prompt.
When
Ideal when users need to directly manipulate the language and style of the AI’s response through structured input.
Practical Tips
Balance Ease and Control
Use layered tokens to simplify complex inputs without overwhelming users.
Progressive Disclosure
Allow users to gradually add tokens to refine results as needed.
Use AI Suggestions
Leverage AI-generated token recommendations to streamline the process and reduce user effort.
Canva
Canva's "Token Layering" pattern combines text input with style options like "Anime" or "Dreamy," enabling quick, personalized media creation
Grammarly
Grammarly's "Token Layering" pattern offers rewrite options like improving or simplifying text, enabling tailored refinements for clarity, professionalism, or fluency
Notion
Notion AI's "Token Layering" pattern combines predefined options like drafting or brainstorming with flexible input, balancing structure and creativity for complex tasks
