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The Southern District of New York recently became the nation's first federal court to explicitly approve the use of predictive coding, a computer-assisted document review that turns much of the legal grunt work currently done by underemployed attorneys over to the machines. Last month, U.S. Magistrate Judge Andrew J. Peck endorsed a plan by the parties in Da Silva Moore v. Publicis Groupe — a sex discrimination case filed against the global communications agency by five former employees — to use predictive coding to review more than 3 million electronic documents in order to determine whether they should be produced in discovery, the process through which parties exchange relevant information before trial.

There's no escaping the fact that as predictive coding is used more widely, the technology will reduce the overall number of documents to be reviewed and the attorneys needed to review them. Judge Peck noted the technology will require human review of less than 2 percent of all documents in an average case. His stamp of approval means that the document reviewer ranks may be culled sooner rather than later.

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