Explore comprehensive resources on how employment practices, policies, or procedures may unintentionally discriminate against certain groups, a concept often discussed in employment law. Visitors will find detailed articles, video interviews with employment attorneys, and legal glossary entries explaining the implications and legal framework surrounding unintentional discrimination. Stay informed about key legal interpretations, significant court rulings, and compliance strategies to ensure fair treatment in the workplace.
New York City Local Law 144 requires employers using automated employment decision tools (AEDTs) to conduct an annual “bias audit” and publish key audit details before using the tool on NYC applicants. In practice, many employers still deploy AI screening systems that can disadvantage protected groups or violate notice rules. This article explains how to […]
In California, you can prove age discrimination in a “reduction in force” (RIF) by showing facts that the layoff disproportionately targeted workers age 40+ and that the employer’s stated RIF reasons are a pretext. RIFs are common in California, but they do not give employers a free pass to use age as a deciding factor.
NYC Local Law 144 requires employers using automated employment decision tools (AEDTs) to complete an annual bias audit and provide candidate notice before use. For applicants and employees, that creates concrete hooks to challenge AI hiring systems that cause disparate impact—especially where audits, notices, or recordkeeping are deficient. This article explains how to evaluate an
The new federal standard strengthens how workers can prove AI workplace discrimination under Title VII by tying biased AI decisions to employer liability. EEOC and related federal guidance emphasize disparate impact evidence, validation, and reasonable accommodations when automated tools screen or evaluate employees. This article explains what changed, what evidence matters, and how employees and
The New Federal Standard for Proving AI Discrimination at Work Read More »
In the U.S., federal law prohibits workplace discrimination based on at least 7 protected categories under Title VII, the ADEA, and the ADA. Many states add protections (e.g., sexual orientation, gender identity) and set specific filing deadlines with the EEOC or state agencies. This article explains what qualifies as discrimination, how to document it, and
Workplace Discrimination: Understanding Your Legal Rights Read More »
U.S. courts are increasingly allowing AI-driven discrimination claims to proceed under existing civil rights and employment laws, especially when plaintiffs can link an algorithm’s decisions to disparate impact or biased inputs. Recent lawsuits over automated hiring, lending, and tenant-screening tools show judges focusing on transparency, validation, and who bears responsibility for vendor-built systems. This article
How Courts Are Addressing AI-Driven Discrimination Cases Read More »
