Insight

Government Agencies Join Forces Against Bias and Discrimination in AI

McGuireWoods Legal Insights, May 2, 2023

Miles Indest

Miles Indest

August 10, 2023 03:37 PM

On April 25, 2023, four federal government agencies released a joint statement announcing their resolve against bias and discrimination in automated systems and artificial intelligence (AI). Together, the Consumer Financial Protection Bureau (CFPB), the Department of Justice’s Civil Rights Division (DOJ), the Equal Employment Opportunity Commission (EEOC) and the Federal Trade Commission (FTC) will jointly seek to ensure that innovation does not supplant individual rights and regulatory compliance. Specifically, these federal agencies will continue to scrutinize the implementation of new AI technology to protect civil rights, equal employment opportunity, fair competition and consumer protection.

Automated systems and AI permeate a variety of industries, including entertainment, healthcare, employment and financial services. Software and algorithmic processes can be used to streamline workflows, assist individuals in completing tasks and simplify decision-making. However, the DOJ, FTC, EEOC and CFPB are concerned that the increasing reliance on automated systems likewise will increase the risk of unlawful biases and discrimination:

  • More public and private organizations are using these automated systems to make “critical decisions that can impact individuals’ rights and opportunities, including fair and equal access to a job, housing, credit opportunities, and other goods and services.”
  • “Although many of these tools offer the promise of advancement, their use also has the potential to perpetuate unlawful bias, automate unlawful discrimination, and produce other harmful outcomes.”

As noted in the joint statement, automated systems and AI depend upon large data sets to identify patterns, perform tasks and make predictions. If the underlying data set is unrepresentative, then the system could produce biased and discriminatory results. The lack of transparency in some of these automated systems may further complicate the issue, making it difficult for users to identify potential bias or discrimination in outcomes.

Practical Takeaways

The joint statement confirms the federal government’s increased scrutiny of automated systems and AI-enabled technologies. As seen in the employment context, state regulators also are introducing laws and guidance aimed at enforcing responsible innovation. Employers, healthcare providers and technology developers, among others, should (1) monitor updates to federal, state and foreign regulation of automated systems; and (2) assess their organizations’ intentional and inadvertent use of AI to comply with regulations and ensure best practices.

Please contact the authors of this alert if you have questions about how state and federal regulation may implicate your industry.

Trending Articles

2026 Best Lawyers Awards: Recognizing Legal Talent Across the United States


by Jamilla Tabbara

The 2026 editions highlight the top 5% of U.S. attorneys, showcase emerging practice areas and reveal trends shaping the nation’s legal profession.

Map of the United States represented in The Best Lawyers in America 2026 awards

Gun Rights for Convicted Felons? The DOJ Says It's Time.


by Bryan Driscoll

It's more than an administrative reopening of a long-dormant issue; it's a test of how the law reconciles the right to bear arms with protecting the public.

Firearms application behind jail bars

2026 Best Lawyers Awards in Canada: Marking 20 Years of Excellence


by Jamilla Tabbara

Honoring Canada’s most respected lawyers and spotlighting the next generation shaping the future of law.

Shining Canadian map marking the 2026 Best Lawyers awards coverage

Revealing the 2026 Best Lawyers Awards in Germany, France, Switzerland and Austria


by Jamilla Tabbara

These honors underscore the reach of the Best Lawyers network and its focus on top legal talent.

map of Germany, France, Switzerland and Austria

Best Lawyers 2026: Discover the Honorees in Brazil, Mexico, Portugal, South Africa and Spain


by Jamilla Tabbara

A growing international network of recognized legal professionals.

Map highlighting the 2026 Best Lawyers honorees across Brazil, Mexico, Portugal, South Africa and Sp

How to Sue for Defamation: Costs, Process and What to Expect


by Bryan Driscoll

Learn the legal standards, costs and steps involved when you sue for defamation, including the difference between libel and slander.

Group of people holding papers with speech bubbles above them

Build Your Legal Practice with Effective Online Networking


by Jamilla Tabbara

How thoughtful online networking supports sustained legal practice growth.

Abstract web of connected figures symbolizing online networking among legal professionals

Algorithmic Exclusion


by Bryan Driscoll

The Workday lawsuit and the future of AI in hiring.

Workday Lawsuit and the Future of AI in Hiring headline

Blogging for Law Firms: Turning Content into Client Connections


by Jamilla Tabbara

How law firms use blogs to earn trust and win clients.

Lawyer typing blog content on laptop in office

Reddit’s Lawsuit Could Change How Much AI Knows About You


by Justin Smulison

Big AI is battling for its future—your data’s at stake.

Reddit Anthropic Lawsuit headline

How to Choose a Good Lawyer: Tips, Traits and Questions to Ask


by Laurie Villanueva

A Practical Guide for Your First-Time Hiring a Lawyer

Three professional lawyers walking together and discussing work

The 2026 Best Lawyers Awards in Chile, Colombia and Puerto Rico


by Jamilla Tabbara

The region’s most highly regarded lawyers.

Map highlighting Chile, Colombia and Puerto Rico for the 2026 Best Lawyers Awards

Common-Law Marriage in Indiana: Are You Legally Protected?


by Laurie Villanueva

Understanding cohabitation rights and common-law marriage recognition in Indiana.

Married Indiana couple in their home

Why Jack Dorsey and Elon Musk Want to 'Delete All IP Law'


by Bryan Driscoll

This Isn’t Just a Debate Over How to Pay Creators. It’s a Direct Challenge to Legal Infrastructure.

Elon Musk and Jack Dorsey standing together Infront of the X logo

AI Tools for Lawyers: How Smithy AI Solves Key Challenges


by Jamilla Tabbara

Understand the features and benefits within the Best Lawyers Digital Marketing Platform.

Legal professional editing profile content with Smithy AI

Alimony Explained: Who Qualifies, How It Works and What to Expect


by Bryan Driscoll

A practical guide to understanding alimony, from eligibility to enforcement, for anyone navigating divorce

two figures standing on stacks of coins