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Full-Text Articles in Antitrust and Trade Regulation

Algorithmic Opacity, Private Accountability, And Corporate Social Disclosure In The Age Of Artificial Intelligence, Sylvia Lu Dec 2020

Algorithmic Opacity, Private Accountability, And Corporate Social Disclosure In The Age Of Artificial Intelligence, Sylvia Lu

Vanderbilt Journal of Entertainment & Technology Law

Today, firms develop machine-learning algorithms to control human decisions in nearly every industry, creating a structural tension between commercial opacity and democratic transparency. In many of their commercial applications, advanced algorithms are technically complicated and privately owned, which allows them to hide from legal regimes and prevents public scrutiny. However, they may demonstrate their negative effects—erosion of democratic norms, damages to financial gains, and extending harms to stakeholders—without warning. Nevertheless, because the inner workings and applications of algorithms are generally incomprehensible and protected as trade secrets, they can be completely shielded from public surveillance. One of the solutions to this …


Franchise Participants As Proper Patent Opponents: Walker Process Claims, Robert W. Emerson Jan 2020

Franchise Participants As Proper Patent Opponents: Walker Process Claims, Robert W. Emerson

Vanderbilt Journal of Entertainment & Technology Law

Franchise parties may be sued for patent infringement, or they may seek to sue others for an antitrust injury as the result of a fraudulently obtained patent. Indeed, franchisors and franchisees may simultaneously fall under both categories-sued for infringement but aggrieved because the very basis of that suit is illegitimate in their eyes. These franchise parties may turn for relief to a patent-validity challenge authorized in the seminal case Walker Process Equipment, Inc. v. Food Machine & Chemical Corp. Franchise participants-franchisees and franchisors alike-may be the ideal Walker Process claimants. When these types of cases occur, the damages within the …