Previous columns in this series have argued that paid search is the most sophisticated current version of a true direct response "machine," and that companies typically under-invest because they fail to see long-term predictable profit potential inherent in the "marketing asset." Meanwhile, under the "chaos scenario" of rapid deterioration in traditional media and advertising budgets, it's tempting to try to port old media models uncritically into a digital form.