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The Dawn of Artificial Intelligence: From Ancient Dreams to Mathematical Foundations

  • Human desire to replicate artificial life seems across civilizations.
  • Ramon Llull’s mechanical reasoning system used rotating wheels with logical propositions.
  • George Boole’s revolutionary work proposed that human reasoning could be reduced to algebraic operations.
  • Gottlob Frege’s “Begriffsschrift” introduced predicate logic, providing a formal system for expressing complex logical relationships.
  • Turing’s concept of computability was revolutionary.
  • Turing’s famous 1950 paper proposed what we now call the Turing Test.
  • As Claude Shannon did in his work information itself was quantified.
  • McCulloch and Pitts proffered the first convincing demonstration that neural networks could perform logical operations.
  • Their work suggests that intelligence may actually be more like a spectrum built around a binary human versus machine divide.
  • The debate continues: or can we actually replicate human thought, or are we actually creating something completely new but equally valuable?

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