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What remains valuable about the logical tradition?

  • A.The speed of logical inference on large knowledge bases
  • B.Its ability to learn representations directly from data
  • C.The completeness of its coverage of commonsense knowledge
  • D.Precise semantics, auditable inference and clear guarantees

Answer: D

Where a conclusion must be justified, audited or guaranteed, an explicit derivation from stated premises is exactly what is required, and no learned model supplies it. Speed, learning and coverage are where the alternatives are stronger. Judging a tradition by the properties it uniquely supplies, rather than by whether it won, is what allows it to be combined sensibly with the approaches that displaced it.

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