Models have the capacity for behaving badly, warns Emanuel Derman. Yet modeling market behavior is still essential, even if it comes with risk. The solution is to be aware of modeling’s limitations and act accordingly. There’s danger here if we let ourselves become blinded by the numbers, but modeling can tell us a lot about the risks we face.

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