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How AI pales in the face of human intelligence and ingenuity | Letters

  • Gary Marcus highlights that scaling up compute size alone won't solve AI problems due to the lack of embodied intelligence.
  • Human intelligence benefits from being embodied and interacting with the world using senses, allowing for efficient learning and understanding.
  • Humans can generalize truths from a few instances, a feat beyond current AI capabilities.
  • The embodied nature of human intelligence makes it energy-efficient compared to AI systems.
  • Energy demands of AI may raise concerns in the context of climate emergency.
  • Apple researchers found limitations in cutting-edge AI models indicating a lack of reasoning capabilities.
  • Current AI models rely on brute force and logic routines rather than true reasoning abilities.
  • The term ANI (artificial narrow intelligence) better describes AI systems like ChatGPT, which excel at processing information but lack true reasoning.
  • Repetition and model training can improve AI responses, but it does not equate to reasoning.

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