"The Cyc project illustrates the substantial difficulty of explicitly encoding broad common-sense knowledge and overcoming the brittleness of narrow expert systems."
Lenat, Prakash and Shepherd describe the knowledge-acquisition bottleneck and the brittleness of systems confronted with situations beyond their initial design. Their Cyc proposal demonstrates both the ambition of building a comprehensive common-sense knowledge base and the engineering difficulties associated with that ambition.
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