Discrimination

Expert Analysis

• AI's Baked-In Bias: What To Watch Out For

  

  The federal AI executive order is a direct acknowledgment of the perils of inherent bias in artificial intelligence systems, and highlights the need for legal professionals to thoroughly vet AI systems, including data and sources, algorithms and AI training methods, and more, say Jonathan Hummel and Jonathan Talcott at Ballard Spahr.

• 'Miss Manners' Scenarios Holds Job Accommodation Lessons

  

  Robin Shea at Constangy looks at the potentially negative legal consequences for employers who follow some advice recently given in the Washington Post's "Miss Manners" column, and offers solutions of her own.

• How Biden's AI Order Stacks Up Against Calif. And G7 Activity

  

  Evaluating the federal AI executive order alongside the California AI executive order and the G7's Hiroshima AI Code of Conduct can offer a more robust picture of key risks and concerns companies should proactively work to mitigate as they build or integrate artificial intelligence tools into their products and services, say attorneys at Jenner & Block.

• Handling Religious Objections To Abortion-Related Job Duties

  

  While health care and pharmacy employee religious exemption requests concerning abortion-related procedures or drugs are not new, recent cases demonstrate why employer accommodation considerations should factor in the Title VII standard set forth by the U.S. Supreme Court’s 2023 Groff v. DeJoy ruling, as well as applicable federal, state and local laws, say attorneys at Epstein Becker.

• Transgender Worker Rights: A Guide For California Employers

  Excerpt from Practical Guidance

  

  California employers should know their obligations under overlapping state and federal law to protect the rights of their transgender, nonbinary and gender-nonconforming workers, and implement best practices to avoid discriminating in how they hire and promote, offer medical benefits to, and prevent harassment of these employees, says Michael Guasco at Littler.

• The Self-Funded Plan's Guide To Gender-Affirming Coverage

  

  Self-funded group health plans face complicated legal risks when determining whether to cover gender-affirming health benefits for their transgender participants, so plan sponsors should carefully weigh how federal nondiscrimination laws and state penalties for providing care for trans minors could affect their decision to offer coverage, say Tim Kennedy and Anne Tyler Hall at Hall Benefits Law.

• In Focus At The EEOC: Eliminating Recruiting, Hiring Barriers

  

  While the recruiting and hiring segment of the U.S. Equal Employment Opportunity Commission’s recently finalized strategic enforcement plan spotlights the potential discriminatory effects of artificial intelligence, employers should note that it also touches on traditional bias issues such as unlawfully targeted job advertisements and application inaccessibility, say Rachel See and Annette Tyman at Seyfarth.

• A Look Into The Developing Regulation Of Employer AI

  

  Although employers' use of artificial intelligence is still limited, legislators and companies have been ramping up their efforts to regulate its use in the workplace, with employers actively contributing to the ongoing debate, say Gerald Hathaway and Marc-Joseph Gansah at Faegre Drinker.

• In Focus At The EEOC: Advancing Equal Pay

  

  The U.S. Equal Employment Opportunity Commission’s recently finalized strategic enforcement plan expresses a renewed commitment to advancing equal pay at a time when employees have unprecedented access to compensation information, highlighting for employers the importance of open communication and ongoing pay equity analyses, say Paul Evans at Baker McKenzie and Christine Hendrickson at Syndio.

• 2nd Circ. Ruling Clarifies Title VII Claim Standards

  

  The Second Circuit's recent opinion in Banks v. General Motors, although it does not break new ground legally, comes at a crucial time when courts are reevaluating standards that apply to Title VII claims of discrimination and provides many useful lessons for practitioners, says Carolyn Wheeler at Katz Banks.

• In Focus At The EEOC: Preventing Systemic Harassment

  

  With the U.S. Equal Employment Opportunity Commission's recently finalized strategic enforcement plan identifying a renewed commitment to preventing and remedying systemic harassment, employers must ensure that workplace policies address the many complex elements of this pervasive issue — including virtual harassment and workers' intersecting identities, say Ally Coll and Shea Holman at the Purple Method.

• Cos. Must Reassess Retaliation Risk As 2nd. Circ. Lowers Bar

  

  After a recent Second Circuit decision broadened the federal standard for workplace retaliation, employers should reinforce their nondiscrimination and complaint-handling policies to help management anticipate and monitor worker grievances that could give rise to such claims, says Thomas Eron at Bond Schoeneck.

• An Employer's Guide To EEOC Draft Harassment Guidance

  

  Rudy Gomez and Steven Reardon at FordHarrison discuss the most notable aspects of the U.S. Equal Employment Opportunity Commission’s recently proposed workplace harassment guidance, examine how it fits into the context of recent enforcement trends, and advise on proactive compliance measures in light of the commission’s first update on the issue in 24 years.