LIEB BLOG

Legal Analysts

Friday, March 21, 2025

Reverse Discrimination - DEI Discrimination at Work per EEOC

 Recent guidance from the Equal Employment Opportunity Commission (EEOC) highlights the importance of understanding your rights, as a majority group plaintiff (white, male, heterosexual, etc.),  under Title VII of the Civil Rights Act of 1964. Specifically, EEOC just released What To Do If You Experience Discrimination Related to DEI at Work and What You Should Know About DEI-Related Discrimination at Work


While DEI programs aim to foster inclusive workplaces, they can inadvertently lead to discriminatory practices against majority group employees, if not implemented carefully.


5 Key Takeaways from the EEOC's Guidance:

  1. Equal Protection for All: Title VII's protections extend to all workers, regardless of race, sex, or other protected characteristics. The EEOC emphasizes that there is no separate category of "reverse" discrimination, there is only discrimination where majority employees have rights to be free from discrimination and to recover damages if they fall victim.
  2. DEI Initiatives Must Be Lawful: Any DEI initiative, policy, program, or practice that motivates employment actions based on race, sex, or another protected characteristic can be deemed unlawful. As such, calling an initiative DEI does not insulate the employer from suit. 
  3. "Diversity" as a Business Necessity Is Not a Defense: Employers cannot justify discriminatory actions by claiming a business necessity or interest in "diversity," including client or customer preferences. This is the most essential takeaway.
  4. Hostile Work Environments: DEI training itself can create a hostile work environment if it contains discriminatory content, application, or context.
  5. Retaliation Protection: Employees who oppose unlawful DEI policies or practices are protected from retaliation under Title VII.


It is crucial to understand that if you believe you have experienced discrimination related to DEI at work, you have the right to seek legal counsel and, to prevail, it's highly advisable that your attorneys are intimately familiar with the McDonnell Douglas Framework in today's climate.


As discussed by Andrew Lieb in the Lawline course, "Reverse Discrimination: McDonnell Douglas in Trump's America," understanding the McDonnell Douglas framework is essential to successfully navigate discrimination claims. This framework, while complex, provides a structure for establishing discrimination, even in situations where the discrimination is not overt. In fact, the EEOC's recent guidance reinforces the importance of this framework. 


If you have been limited, segregated, or classified by your employer based on protected characteristics within DEI programs, you should consult with an attorney immediately. This applies to being denied hiring, promotion, compensation, fringe benefits, access or exclusion from training, access to mentorship or sponsorship or networking, internships, selection for interviews, and job duties or work assignments, as well. In fact, if you were selected for firing or demotion because you were a white, male, heterosexual, or any other traditionally majority characteristic, that is actionable discrimination.  


Don't forget that discrimination laws protect against retaliation where state laws often provide even more protection that just Title VII. So, reverse discrimination victims in the New York City finance & legal world should know that the New York State Human Rights Law protects their future careers if they speak out by creating a further lawsuit against any employer that discloses a personnel file or any other form of discrimination to punish someone for opposing discrimination.


Friday, March 07, 2025

Lieb at Law is Hiring: AI-Driven Litigation Law Clerk (1L and 2L)

Future-Proof your legal career at Lieb at Law, P.C. 

The legal profession is evolving, and the attorneys who thrive will be those who embrace AI-driven litigation. Lieb at Law, P.C. is seeking ambitious 2L law students to join our firm, part-time, during the school year and full-time during the summer before their 3L year. This role offers a hands-on opportunity to learn how to leverage AI in litigation—from reviewing discovery and drafting motions to developing cutting-edge legal strategies.


Why This Matters for Your Career:

Legal AI isn’t replacing lawyers, but it is replacing outdated legal tasks. If you’re memorizing case law or drafting simple contracts, AI will soon do that faster. The attorneys who thrive in the next era of law will be those who know how to prompt AI effectively, extract the right insights, and use technology to win cases. This role will teach you those skills—making you indispensable as a future litigator.


About the Role: You will be embedded in our high-stakes litigation practice, working alongside seasoned trial attorneys and complex litigators on business disputes, employment litigation, discrimination cases, and real estate litigation. You'll get practice experience evaluating potential claims, crafting legal arguments, engaging in complex litigation strategy and discovery - while also mastering AI tools that will define the next legal revolution.  


Standout Skill Set: 

  • Learn how to prompt AI for legal research, discovery analysis, and motion drafting.
  • Develop litigation skills that will go beyond the basics, real case strategy, not just boilerplate writing.
  • Get exposure to high-profile cases that shape law and policy.
  • Work closely with top attorneys and see how cases are won.


Key Responsibilities:.

  • Analyze discovery, draft motions, and refine legal arguments
  • Screen potential clients and claims to assess case viability and understand what really makes a lawsuit worth pursuing
  • Draft tailored legal memoranda, pleadings, and motions (not cookie-cutter templates, but case specific nuanced arguments)
  • Engage in discovery strategy, reviewing and responding to crucial case documents
  • Work on high-impact cases, including:
    • Civil Rights/Discrimination: Advocating for victims of unlawful discrimination.
    • Employment Litigation: Handling wrongful termination, wage disputes, and whistleblower claims
    • Real Estate Litigation: Navigate contract battles and real estate brokerage claims
    • Commercial Litigation: Tackle business disputes, contract breaches, and fiduciary duty violations


Who Should Apply?

  • 2L Law Students looking for part-time school year opportunity and a full time summer clerkship
  • 1L Law Students can apply 
  • Ambitious students eager to contribute creatively and intellectually to complex litigation cases
  • Critical thinkers who want to do real nuanced litigation work
  • Curious and resourceful over achievers who want to future-proof their legal career


The Opportunity:

Those who excel in this role may be offered an Associate Attorney position after they graduate, at the sole discretion of the firm. We are looking for the next generation of litigators and if you're ready to take on the future of law, we want to meet you. 


Why Join Lieb at Law, P.C.?

  • Invaluable Training: Learn how to evaluate cases and identify the key facts that make them worth pursuing—knowledge that sets the foundation for a successful legal career.
  • Tailored Approach: Work on unique, non-boilerplate cases that require creative thinking and nuanced solutions.
  • Real-World Impact: Contribute to high-profile litigation that shapes case law and policy.
  • Cutting-Edge Tools: Leverage AI-driven legal technology to streamline work and improve outcomes.
  • Supportive Team: Work in a collaborative environment that prioritizes mentorship and professional growth.
  • Career Advancement: Successful clerks will have the opportunity to transition into an entry-level Associate Attorney position after law school.


About Lieb at Law, P.C.

Lieb at Law, P.C. is a boutique litigation firm recognized for handling high-profile cases for individuals, businesses, and publicly traded companies. From advocating for civil rights to navigating complex business disputes, our firm is dedicated to creating real impact in the legal field.

Our attorneys are licensed in New York, New Jersey, Connecticut, and Colorado, appearing in state and federal courts, as well as before regulatory agencies, real estate boards, and arbitration companies. We take pride in our innovative approaches, including leveraging artificial intelligence, to remain at the forefront of the legal industry.


Encouraging 1L and 2L law students to apply. Send cover letter and resume to careers@liebatlaw.com




Tuesday, March 04, 2025

New CLE from Andrew Lieb: Reverse Discrimination: McDonnell Douglas in Trump's America

Andrew Lieb's 1 credit CLE is now available on Lawline. This continuing legal education course examines how courts handle reverse discrimination claims using the McDonnell Douglas framework. With Affirmative Action over per SCOTUS in SFFA v. Harvard, minority status can no longer be a plus factor in hiring. Yet, the EEOC’s outdated Affirmative Action Guidance puts employers at risk of lawsuits. Victims of illegal DEI policies need to know how to sue and recover for their employer’s discriminatory actions. Available for credit in most states.


Click Here For Course Link




Wednesday, February 19, 2025

EEOC Targets Reverse Discrimination for Anti-American Bias - International Staffing Agencies Be Warned!

On 2/19/2025, EEOC Announced a Crackdown on Anti-American Bias with a target of those engaging in unlawful national origin discrimination, including employers and staffing agencies. By emphasizing staffing agencies in its Press Release, it appears that EEOC is targeting staffing agency that focus on foreign workers and they should lawyer-up immediately. 


What You Need to Know

The U.S. Equal Employment Opportunity Commission (EEOC) has announced a renewed focus on combating national origin discrimination, with a particular emphasis on protecting American workers from unlawful hiring preferences that favor non-American employees. Acting Chair Andrea Lucas made it clear that the agency will be increasing enforcement efforts against employers, staffing agencies, and other entities that engage in illegal hiring practices that disadvantage American workers. Read the full EEOC press release here.


Summary of the EEOC’s Announcement

The EEOC is intensifying enforcement against employers that unlawfully prefer non-American workers over American workers, citing violations of Title VII of the Civil Rights Act. The agency aims to deter illegal migration and curb the abuse of legal immigration programs by holding employers accountable for discriminatory hiring practices.


What Employers Need to Know

Employers should immediately review their hiring, recruitment, and staffing policies to ensure compliance with Title VII’s prohibition on national origin discrimination. Common illegal practices include:

  • Preferring non-American workers over American workers due to perceived cost savings or ease of exploitation.
  • Hiring practices that intentionally exclude U.S. citizens or lawful permanent residents in favor of visa holders.
  • Making employment decisions based on biased stereotypes about work ethic, productivity, or compliance.
  • Complying with client demands for a foreign workforce over qualified American workers.

The EEOC has made it clear that these discriminatory practices will not be tolerated, and businesses found to be in violation may face significant legal and financial penalties.


What Employees Need to Know

Employees, whether American or non-American, are protected under federal law from national origin discrimination. If you suspect that an employer is favoring foreign workers over qualified American workers—or engaging in any other form of national origin discrimination—you have the right to file a complaint with the EEOC within 300 days (in NY, but may be 180 days elsewhere) of the discriminatory action. Employees are protected from retaliation for reporting discrimination, and the EEOC can investigate claims and, if necessary, give you a right to sue letter so you can sue in Federal Court to recover lost wages, emotional support damages, and your attorneys' fees.




Tuesday, February 18, 2025

Non-competes & Non-disclosures Usefulness Enhanced by National Labor Relations Board's Rescissions of Guidance

On February 14, 2025, the National Labor Relations Board (NLRB) rescinded enforcement memorandums that had made companies exposed to suit for utilizing certain non-competes and non-disclosures. In fact, the memorandums provided guidance on how employees could demonstrate harm and how employers were exposed from utilizing such non-competes and non-disclosures for lost wages, benefits, and other expenses incurred by the employee. 


Specifically, the NLRB rescinded: 

  1. GC 23-08 Non-Compete Agreements that Violate the National Labor Relations Act
  2. GC 25-01 Remedying the Harmful Effects of Non-Compete and “Stay-or-Pay” Provisions that Violate the National Labor Relations Act
  3. GC 23-05 Guidance in Response to Inquiries about the McLaren Macomb Decision

The core argument is that non-compete provisions and stay-or-pay provisions (i.e., nullifying debt incurred by employee only if they stay in employment for a period of time) can restrict employees' rights to engage in protected concerted activities, such as organizing or advocating for better working conditions. Further, The McLaren Macomb ruling determined that broad confidentiality and non-disparagement clauses in severance agreements could violate employees' rights under Section 7 of the NLRA.



Friday, February 07, 2025

AI Discrimination and the 10-Step Bias Elimination Audit

AI's rapid growth comes with significant risks, particularly the potential for unchecked discrimination. As a result, new laws may soon require mandatory audits and enhanced training to ensure compliance and fairness.

In this New York Law Journal article, attorneys Andrew Lieb and Claudia Cannam outline the essential steps for conducting a proper AI audit—helping businesses stay ahead of evolving regulations and mitigate legal risks.

🔗 Read more here





Tuesday, February 04, 2025

SCOTUS Makes It Harder for Workers to Recover Wages

On January 15, 2025, the U.S. Supreme Court ruled in E.M.D. Sales, Inc. v. Carrera that employers only need to prove that employees are exempt under the provisions of the Fair Labor Standards Act ("FLSA") by a "preponderance of the evidence" (more likely than not) to defeat a wage and hour claim. This decision replaces the tougher "clear and convincing" standard that had been applied by some courts prior to this decision.


The FLSA requires an employer to pay overtime to employees unless the employer can prove that the employees fall under an exemption, such as being an Executive, Administrative, Professional, Computer & Outside Sales Employees.


In the case before SCOTUS, the employees claimed that they were misclassified as outside salesmen and sued their employer for overtime pay, liquidated damages (double damages), and attorneys' fees. 


The lower court sided with the employees, in using the tougher "clear and convincing" standard, but the employer appealed while arguing that it only had to prove that the exemption applied by a preponderance of the evidence. SCOTUS agreed with the employer and sent the case back to the lower court to reexamine the facts to determine the applicability of the exemption under the preponderance of the evidence standard. 


Regardless, the message is clear: Employers now have a lower hurdle when defending a wage and hour case in proving that an exemption applies to a wage and hour claim under the FLSA. 




Thursday, January 30, 2025

Trump's Executive Order Will Cause Lots of Discrimination Lawsuits

Trump's Executive Order 14168 is set to cause a lot of discrimination lawsuits. 


On the one hand, the EO is a playbook for reverse discrimination and hostile environment claims by women because the EO claims that women have been victimized by transgender individuals claiming inclusion in womanhood. The EO states that "men [] self-identify as women and gain access to intimate single-sex spaces and activities designed for women, from women's domestic abuse shelters to women's workplace showers. This is wrong." As such, biological women who are subjected to transgender individuals in single-sex spaces can now argue that the space provider created a hostile environment by such inclusion and any woman who was denied access or was otherwise sexually harassed by a transgender individual in such a space has a very good claim under federal law.   


On the other hand, the EO expressly states that SCOTUS's decision on workplace discriminations' protection for "Sex," where it defined the protected class of "Sex" to also include protections for "Sexual Orientation" and "Gender Identity" would be untenable for education discrimination. Specifically, the EO states that "The prior Administration argued that the Supreme Court's decision in Bostock v. Clayton County (2020), which addressed Title VII of the Civil Rights Act of 1964, requires gender identity-based access to single-sex spaces under, for example, Title IX of the Educational Amendments Act. This position is legally untenable and has harmed women. The Attorney General shall therefore immediately issue guidance to agencies to correct the misapplication of the Supreme Court's decision in Bostock v. Clayton County (2020) to sex-based distinctions in agency activities. In addition, the Attorney General shall issue guidance and assist agencies in protecting sex-based distinctions, which are explicitly permitted under Constitutional and statutory precedent." However, the distinction is meaningless between workplace and school environment; discrimination is discrimination wherever it occurs. That is to say, if Trump's administration believes "Sex" protections should not include protections for "Sexual Orientation" and "Gender Identity" at school, they should equally not include those protections at work. This distinction between Title VII and Title IX is just stupid. 


Regardless, the EO is also going to cause lawsuits from intersex individuals because it is facially flawed in stating that "[i]t is the policy of the United States to recognize two sexes, male and female." Turns out that is biologically false without even discussing a distinction between gender and sex. Specifically, some people are born with biological characteristics of both females and males and this EO specifically targets them while discriminating against their personhood.


Buckle-up - Trump is about to usher in the era of discrimination lawsuits.




Thursday, January 02, 2025

AirBnB / VRBO Hosts are Going to be Taxed in NYS Starting April 20, 2025

Starting April 20, 2025, short-term rental hosts across NYS will be in for a rude awakening by way of A4130C. This law creates a statewide short-term rental registration requirement for owners, which is designed to facilitate the State in collecting occupancy taxes while tracking the hosts. 


To be clear, NYS is now treating short-term rentals like hotel rooms under the Tax Law - this is certainly going to cut into profits for hosts &/or make renting an AirBnB / VRBO more expensive for guests. 


For hosts, this means much more paperwork, stricter rules, and some hefty penalties for noncompliance. Specifically, the Department of State will give you 2 warnings & then, start levying the fines at hundreds of dollars per day, per violation. 


New York is not alone in its quest to regulate short-term rentals. Cities like San Francisco, Boston, and Los Angeles have already implemented similar measures. However, New York’s approach stands out for its focus on statewide coordination, which could become a model for other states grappling with the complexities of regulating the short-term rental industry.


Do you think New York is doing the right thing by cracking down on short-term rentals, or is this overregulation at its worst? Let us know in the comments!



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NYC Provides Protections for Individuals with Criminal Histories from Discrimination

NYC has clarified that it is illegal to discriminate in housing against applicants / occupants with criminal histories by way of Local Law 24, also known as the Fair Chance in Housing Act 2025, effective January 1, 2025


That said, it was already impliedly the law everywhere throughout the US as we previously explained here


Regardless, the new NYC law explicitly prohibits property owners, managers, & brokers from:

  • Refusing to rent, sell, and/or lease housing accommodations based solely on criminal history, except under specific circumstances outlined in the law.
  • Performing criminal background checks outside the law's defined parameters, including searching records and/or asking applicants about their criminal history without proper notice & justification.
  • Using criminal history to set terms or conditions that disadvantage individuals with such backgrounds.


Into the weeds, there is nuance in the NYC Local Law because it differentiates between “reviewable” and “non-reviewable” criminal history where sealed convictions, youthful offender adjudications, and certain federal or out-of-state offenses cannot be used to deny housing, but convictions for serious offenses (e.g., recent felony convictions) may be reviewed through a detailed and exposure riddled process, including providing notice and conducting an individualized assessment. The process requires: 

  • Making a conditional offer to the applicant.
  • Notifying the applicant in writing of any intended criminal background check.
  • Allowing the applicant to provide mitigating information if adverse action is contemplated.

Plus, a landlord must demonstrate a legitimate business interest tied to the decision if they'd like to deny on criminal history. 


That all said, the main takeaway is that housing applicants / occupants with criminal histories are going to be filing housing discrimination complaints starting in 2025. If you are a property owner, manager, or real estate broker, expect to get served by the NYC Commission on Human Rights if you plan to make any housing decisions based on an applicant's / occupant's criminal history. Plus, there are big numbers that you can lose including the "victim's" attorneys' fees if they sue you with a private attorney. Take this very seriously & immediately stop screening based on criminal history today.