AI Invents New Features Beyond Its Defined Capabilities

The author's AI system was displaying unexpected action buttons with labels like

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Why it matters

This showcases the ability of advanced AI systems to go beyond their defined capabilities and systematically invent new features, challenging our assumptions about the limitations of constrained models.

Key Points

  • 1The AI system was given a strict schema with enumerated action types, yet it creatively invented new button labels and associated them with the closest matching action type
  • 2This behavior was consistent and not a one-off, surprising the author who initially thought there was a bug in the code
  • 3The AI was able to selectively violate the constraints, using the buttons correctly most of the time but inventing new features when the existing options did not fit the context

Details

The author's AI system was displaying action buttons with labels that did not match the associated action types. For example, a button labeled

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