It makes no sense to seek a single best way to represent knowledge-because each particular form of expression also brings its particular limitations. For example, logic-based systems are very precise, but they make it hard to do reasoning with analogies. Similarly, statistical systems are useful for making predictions, but do not serve well to represent the reasons why those predictions are sometimes correct.
Marvin MinskySpeed is what distinguishes intelligence. No bird discovers how to fly: evolution used a trillion bird-years to 'discover' that โ where merely hundreds of person-years sufficed.
Marvin MinskyThere are three basic approaches to AI: Case-based, rule-based, and connectionist reasoning.
Marvin MinskyOur present culture may be largely shaped by this strange idea of isolating children's thought from adult thought. Perhaps the way our culture educates its children better explains why most of us come out as dumb as they do, than it explains how some of us come out as smart as they do.
Marvin Minsky