Algorithmic Bias Under the Biden Administration

Matthew Feeney andRachel ChiuThis is the third and final entry analyzing technology policy issues (the gig economy,online speech, and algorithmic bias) under the Biden administration.Algorithmic Bias in the Public and Private SectorPrivate companies, federal agencies, and law enforcement are increasingly using Artificial intelligence (AI) and machine learning to evaluate information. According to theNational Security Commission on Artificial Intelligence, AI refers to the “ability of a computer system to solve problems and to perform tasks that would otherwise require human intelligence. ” AI‐​powered systems may be faster and more accurate than humans but, as a result of flawed datasets and design, they can still discriminate and exhibit bias.AI consists of a series of algorithms, “instructions” for solving a problem.Algorithmic decision ‐​making refers to the process of inputting data to generate a score, choice, or other output. The result is used to render a decision such as classification, prioritization, or sorting.Although algorithms are inherently methodical processes, a 2019Microsoft research study demonstrated how they can still discriminate. After being trained with Google News articles, a natural language processing program was tasked to predict words in analogies. The program produced gender stereotypes to an alarming extent because it learned from flawed data. Although the technology did not contain prejudi...
Source: Cato-at-liberty - Category: American Health Authors: Source Type: blogs