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We suggest a different dynamic modeling framework for credit rating risk assessment that extends the prevailing credit scoring designs designed upon historical knowledge static settings. The driving notion mimics the basic principle of movies, by composing the product that has a sequence of snapshots, rather then a single photograph. In doing so, t