AI的樣貌：人工智慧設計的用戶體驗模式

Exploring how User Experience will evolve with the growth of Artificial Intelligence.

Wayfinders

Share sample generations, prompts, and parameters to educate and inspire users.

Get more information from the user when the initial prompt isn't sufficiently clear.

Large, open-ended input inviting the user to start their first interaction with the AI.

Alert users to actions they can take to use AI, especially if they are just getting started.

Show users what is actually happening behind the scenes.

Kickstart the prompting experience with a low bar and fun results

Solves the blank canvas dilemma with clues for how to prompt.

Structured templates that can be filled by the user or pre-filled by the AI.

Prompt actions

Extend a prompt to multiple fields or inputs at once.

Decomposes the course into its fundamental tokens and suggested prompt.

Lengthen the underlying content or add depth and details.

Ask or interact with AI contextually based on something already available on the page.

Target specific areas of the AI's result to regenerate or remix.

Repeatedly run generative tasks without compromising on the format or accuracy.

Open ended prompt inputs that can be used in AI conversations and other natural language prompting

Have the AI reproduce its response to the prompt without additional input

Use existing content as the starting point for prompting.

Transfer styles without changing the underlying structure of a generation.

Have AI distill a topic or resource down to its essence.

Distill or reorganize complicated information into simple structure.

Use AI to change the modality of content.

Tuners

Give the AI a specific reference to anchor its response.

Allow AI to reference external data and context.

Constrain the inputs or the outputs of the AI by source, type, modality, etc.

Let users specify what model to use for their prompts.

Adjust the underlying training, constraints, and persona to a specific context of use.

Include constraints with your prompt for the AI to reference when generating its result.

Provide default options to change the texture, aesthetic, or tone of generative media.

Allow users to define their own style presets for re-use.

Ensure outputs match your voice, tone, and preferences in a consistent way.

Governors

Have the AI show the steps it will take to respond to the user's prompt before it executes its response

Support iterative prompting while retaining footprints band visibility back to the original

Lets the AI give inline annotations to cite its sources

Manage the flow of information or pause a request mid-stream to adjust the prompt

Help users proactively modulate compute power through transparent cost estimates for actions

Support exploration and iterative prompting while reducing compute costs until a final form is ready

Control what details the AI knows about you

See and manage what additional sources the AI references to generate its response

Confirm the user's intent for complicated prompts

Live visibility into the AI's action in a shared canvas or workspace

Reveals the AI's logic thought process, tool use, and decisions for oversight and auditability

Trace through multiple variations of a result to choose the one that works best for them

Allow users to confirm AI decisions and actions before proceeding

Trust builders

Inform users about shortcomings or risks in the model or the technology overall

Only capture data from others with their knowledge and permission

Control how the model remembers and uses your data

Clearly mark content and interactions guided or delivered by AI

Let users trace the AI's steps from prompt to result

Interact with the AI outside of its memory

Identifiers on AI Generative content that humans, software, or programs can read

Identifiers

Visual identifier of the AI itself to help it be recognizable, memorable, and on-brand.

Visual cues to help users identify AI features or content.

Images that represent AI-powered actions throughout the interface.

How the AI is referred to through the product and across the overall customer experience.

Characteristics that distinguish the AI's personality and vibe.

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