No robot gets everything right forever. What separates a good home robot from a frustrating one is often not the mistake itself, but what happens right after, in the seconds and days that follow.

Designing for Graceful Recovery

• Clear acknowledgment when a task wasn't completed correctly

• Simple ways to correct or undo an action

• Learning from the mistake so it doesn't repeat

• Proactively flagging uncertainty before a mistake happens at all

What We Learned From Watching People React

In our testing, the households that stayed most confident in their robot weren't the ones who never saw it make a mistake. They were the ones who saw it acknowledge the mistake clearly and adjust its behavior the very next time a similar situation came up.

“People forgive mistakes quickly. What they don't forgive is being ignored after one happens.”

Designing for that moment of recovery has turned out to matter just as much as designing to avoid mistakes in the first place, and it's now a core part of how we evaluate every new behavior before it ships.

We've also started building in small, low-stakes moments early in a robot's time in a home, specifically so people get to see how it handles a minor mistake before it ever encounters a bigger one.