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Researchers develop AI model that teaches itself self-awareness by learning to recognize its own body in mirrors without external rewards

arXiv cs.LGApr 14, 20261 min read
Researchers develop AI model that teaches itself self-awareness by learning to recognize its own body in mirrors without external rewards

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3 Key Points

  1. A computational model using a Transformer-based self-prior learns familiar sensory experiences and detects when something is abnormal (like a sticker on the face)

  2. The simulated infant successfully identified and removed marks on its face visible only in mirrors approximately 70% of the time using only vision and proprioception

  3. Active inference mechanism drives the mark-directed behavior when novel stimuli deviate from the learned self-model, without requiring explicit instructions or external rewards

  4. The model confirms the self-prior functions as an internal criterion for self-recognition by showing decreased expected free energy after sticker removal

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