ux-research checked
People + AI Guidebook: Mental Models
Documents AI onboarding guidance for benefits, primary limitations, feedback, co-learning, safe exploration, human-like expectation risks, and clear communication of AI capabilities and limits.
Pattern Decisions This Source Supports
| Pattern | Supported decision | Required contract | Claim note |
|---|---|---|---|
| AI limitation onboarding | Choose AI limitation onboarding when the user needs first-use or changed-capability orientation about AI benefits, limits, data scope, uncertainty, feedback, human responsibility, and fallback. | The onboarding explains what the AI can help with and what it is not able to do before the first risky use. | Supports onboarding that explains AI benefits, primary limitations, safe exploration, co-learning, human-like expectation risks, and capability boundaries. |
Evidence Role
This source is treated as ux-research evidence. Use it to validate the decision rules above, not as a visual style reference.
Publisher: Google PAIR. Last checked: .