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We propose a brand new dynamic modeling framework for credit risk assessment that extends the prevailing credit rating scoring products developed upon historic data static options. The driving concept mimics the basic principle of movies, by composing the product having a sequence of snapshots, as opposed to one photograph. In doing so, the dynamic