The Limits of Artificial General Intelligence

  1. We are very far from human intelligence — AI cannot reason or deal effectively with truly dynamic situations — in other words, the real world.
  2. It also propagates human bias. It expands on data that it is fed, and far too often, that data is biased. The source ultimately is manipulated by imperfect human beings, and this bias is then multiplied exponentially within an AI system.
  3. AI, Deep Learning and, ultimately, AGI, are not easy to explain. These systems do not have common sense. They are pattern matching and do not represent robust semantic understanding.

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