Synthetic intelligence

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Synthetic intelligence (SI) is an alternative/opposite term for artificial intelligence emphasizing that the intelligence of machines need not be an imitation or in any way artificial; it can be a genuine form of intelligence.[1][2] John Haugeland proposes an analogy with simulated diamonds and synthetic diamonds—only the synthetic diamond is truly a diamond.[1] Synthetic means that which is produced by synthesis, combining parts to form a whole; colloquially, a human-made version of that which has arisen naturally. A "synthetic intelligence" would therefore be or appear human-made, but not a simulation.

Definition

The term was used by Haugeland in 1986 to describe artificial intelligence research up to that point,

weak AI" or "applied AI."[4]

The term "synthetic AI" is now sometimes used by researchers in the field to separate their work (using

Psi-Theory, or other relatively new methods to define and create "true" intelligence) from previous attempts, particularly those of GOFAI or weak AI.[5][6]

Sources disagree about exactly what constitutes "real" intelligence as opposed to "simulated" intelligence and therefore whether there is a meaningful distinction between artificial intelligence and synthetic intelligence. Russell and Norvig present this example:[7]

  1. "Can machines fly?" The answer is yes, because airplanes fly.
  2. "Can machines swim?" The answer is no, because submarines don't swim.
  3. "Can machines think?" Is this question like the first, or like the second?

Edsger Dijkstra agrees that some find "the question whether machines can think as relevant as the question whether submarines can swim."[10]

John Searle, on the other hand, suggests that a thinking machine is, at best, a simulation, and writes "No one supposes that computer simulations of a five-alarm fire will burn the neighborhood down or that a computer simulation of a rainstorm will leave us all drenched."[11] The essential difference between a simulated mind and a real mind is one of the key points of his Chinese room argument.

trademark laws. Russell and Norvig comment "we can conclude that in some cases, the behavior of an artifact is important, while in others it is the artifact's pedigree that matters. Which one is important in which case seems to be a matter of convention. But for artificial minds, there is no convention."[13]

See also

Notes

  1. ^ a b c Haugeland 1985, p. 255.
  2. ^ Poole, Mackworth & Goebel 1998, p. 1.
  3. ^ Haugeland 1985, p. 3.
  4. ^ "Artificial Intelligence – strong and weak". I Programmer.
  5. ^ Imagination Engines, Inc., Home of the Creativity Machine
  6. ^ Principles of Synthetic Intelligence: PSI : an Architecture of Motivated ... – Joscha Bach – Google Books
  7. ^ Russell & Norvig 2003, p. 948.
  8. ^ McDermott 1997.
  9. ^ "How Intelligent is Deep Blue?". Retrieved 15 March 2019.
  10. ^ Dijkstra 1986.
  11. ^ Searle 1980, p. 12.
  12. ^ Dennett 1978, p. 197.
  13. ^ Russell & Norvig 2003, p. 954.

References

External links