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AI-Native Products > Streaming, and designing for wrongnessRegenerate, diff and undo
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Regenerate, diff and undo

The three controls that turn a slot machine into a tool: try again, show me what changed, put it back.

Build35 minAI inside

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This one runs on your machine rather than in the browser workbench. Work to the outcomes below, then come back and mark it complete.

You should now be able to

  • Keep previous outputs and let the user return to one
  • Show a meaningful diff between two generations
  • Regenerate part of an output rather than all of it
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