AI Sameness and False Police Tip

DESIGNER'S TAKEAWAY

Audit your AI-generated output for repeated layout patterns users will recognize as generic.

DESIGNER'S TAKEAWAY

Map every irreversible agent action in your flow and add a confirmation step before it fires.

DESIGNER'S TAKEAWAY

Create a named lab space in your project where AI experiments run in code, not Figma.

DESIGNER'S TAKEAWAY

Check whether your AI product's data routing settings match the privacy expectations you show users.