VI: The Arc of History · Chapter 18

Changing the System

Remember: S.Y.S.T.E.M. A mnemonic for changing the system:

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What You Will Learn

How to move from an individual fight to collective action.
The power of a class action lawsuit to challenge systemic discrimination.
How to use your story and your experience to advocate for new laws and policies.

The 30-Second Answer

The Story

Maria Johnson's victory in her case was just the beginning of her fight. She became an advocate. She joined a local chapter of the AARP and began speaking out about age discrimination. She told her story to lawmakers in Springfield, putting a human face on a legal issue. Her powerful testimony became a cornerstone of the campaign for a new state law to strengthen protections for older workers. Jamal Williams, after being reinstated, became a leader in the union at his warehouse. He helped to negotiate a new contract that included stronger safety protections and a fair process for resolving disputes. He became a mentor to younger workers, teaching them about their rights and the power of collective action. David Chen, now a manager himself, made it his mission to create a truly inclusive workplace. He implemented a blind resume review process to reduce unconscious bias in hiring. He created a mentorship program for employees from underrepresented backgrounds. He used his position of power to change the system from within.

The Action Plan

1Consider a Class Action. If you suspect the injustice you faced is part of a larger pattern at your company, discuss the possibility of a class action lawsuit with your lawyer.
2Organize Your Workplace. The most direct path to systemic change is to form a union. Talk to your coworkers and contact a union organizer.
3Become an Advocate. Share your story with lawmakers, journalists, and advocacy groups. Your voice can help to change the law.
4Change the System from Within. If you are in a position of power, use it to create a more just and equitable workplace. Be the change you want to see.

The Details

The Power of the Class Action

A class action lawsuit is a powerful tool for holding corporations accountable for widespread and systemic wrongdoing. It allows a large group of people who have been harmed in a similar way to join together and sue as a single entity. This can be a much more effective way to achieve justice than for each individual to file their own lawsuit. If you believe that the injustice you suffered is not an isolated incident, but part of a larger pattern of behavior by your employer (for example, a company-wide policy of not paying overtime, or a pattern of promoting men over equally qualified women), you may be able to initiate or join a class action lawsuit. This can be a long and complex process, but it can also be a powerful way to force a company to change its policies and to compensate a large number of victims. Organizing Your Workplace One of the most powerful ways to create change is to organize your workplace. A union is a democratic organization of workers who have come together to improve their wages, benefits, and working conditions. By bargaining collectively with their employer, unionized workers are able to achieve far more than they could on their own. The process of forming a union can be challenging, but it is also one of the most rewarding things you can do. It is about building solidarity with your coworkers, finding your collective voice, and demanding a seat at the table. Advocating for Change Your story is a powerful tool for advocacy. By sharing your experience with lawmakers, journalists, and the public, you can help to raise awareness about the issues that workers face and to build support for new laws and policies that will protect them. You can write letters to the editor, speak at public hearings, and meet with your elected officials. You can join advocacy organizations that are fighting for workers' rights. You can use social media to share your story and to connect with other workers who are fighting for change. THE TOOLKIT The Toolkit TOOL WHAT IT IS HOW IT CREATES SYSTEMIC CHANGE Class Action Lawsuit A lawsuit brought by a group of people who have been harmed in a similar way. It can force a company to change a discriminatory policy and compensate a large number of victims. Union A democratic organization of workers who bargain collectively with their employer. It gives workers a voice in their workplace and the power to negotiate for better wages, benefits, and working conditions. Advocacy The act of publicly supporting a cause or policy. It can raise public awareness and pressure lawmakers to pass new laws that protect workers. Internal Reform Using a position of power within a company to create change. It can be a powerful way to create a more just and equitable workplace from the inside out. Remember: S.Y.S.T.E.M. A mnemonic for changing the system: LETTER STANDS THE ACTION FOR S Story Use your story to advocate for change. Y You You have the power to make a difference. S Solidarity There is strength in numbers. Work with others. T Tools Use the tools of class actions, unions, and advocacy. E Engage Engage in the political process. Vote. M Mentor Mentor others and share what you have learned.

Five Real-World Scenarios

Scenario 5: The Shareholder Proposal. A group of socially responsible investors, inspired by the stories of workers, files a shareholder proposal that would require the company to conduct an independent audit of its labor practices. The proposal gets enough votes to pass, forcing the company to be more transparent about its treatment of workers. DECODER RING: Systemic Change Change that addresses the root causes of a problem, rather than just its symptoms. It is about changing the policies, practices, and power structures that create injustice in the first place. THE ALGORITHMIC SHADOW The Algorithmic Shadow Retaliation in the age of AI is swift, subtle, and devastating. An employee who complains about discrimination or reports a safety violation might suddenly see their algorithmic performance score plummet, be assigned less favorable shifts by an automated scheduler, or be flagged for termination by a predictive attrition model. The insidious nature of algorithmic retaliation is that it can be nearly invisible, creating a digital trail of pretext. The employer will claim the adverse action was based on objective data, but the algorithmic mechanism behind it is hidden in a black box, making the causal link to the protected activity difficult, but not impossible, to prove. The National Labor Relations Board (NLRB) has specifically identified AI-powered surveillance as a grave threat to workers' rights to engage in protected concerted activity. This goes far beyond simple cameras. We are talking about systems that log every keystroke, analyze the sentiment of internal communications, track location data, and generate minute-by-minute "productivity scores."When an employer deploys these tools, the chilling effect on protected activity is profound. Workers who know an algorithm is watching are far less likely to speak up, organize, or file complaints. This digital panopticon is not a bug; it is a feature designed to enforce compliance and suppress dissent. The legal landscape is scrambling to catch up. Groundbreaking laws like the Colorado AI Act (SB 24-205) now impose a duty on employers to assess their AI systems for discriminatory and retaliatory risks. An employer's failure to conduct such an impact assessment can itself be powerful evidence of pretext in a retaliation case. Similarly, the EU AI Act outright bans the use of emotion recognition technology in the workplace, preventing an employer from using an AI to claim a complaining employee has a "negative attitude"based on a biased facial scan. These laws, along with robust EEOC guidance clarifying that Title VII's anti-retaliation provisions apply fully to automated systems, are providing new weapons for plaintiffs. Courts are also beginning to pierce the corporate veil of automation. The agent liability theory (see Chapter 21) can be extended to retaliation: if a third-party vendor's performance management tool is used to punish a whistleblower, the vendor itself may face liability. This prevents employers from simply blaming the black box; the creators of the box are now on the hook. The ongoing actions against vendors like Aon further underscore that regulators are targeting the entire supply chain of algorithmic bias. For the plaintiff-side lawyer, this new reality demands a new strategy. The timing between your client's protected activity and the algorithmic adverse action remains critical evidence. But you must dig deeper. Your discovery requests should demand the "before and after" data from the algorithmic system, the employee's performance metrics before they reported harassment versus after. Demand the results of any bias audits required under laws like Colorado's, or evidence that no such audit was done. Subpoena the AI vendor's contracts and technical documentation. The algorithm's own data, when subjected to expert analysis, can become the smoking gun that systematically dismantles the employer's "data-driven" excuse and proves the retaliatory motive. CLOCKED IN Clocked In Your Fight is Bigger Than You: Your individual struggle is part of a larger movement for justice. There are Many Ways to Fight: From the courtroom to the statehouse to the shop floor, there are many arenas in the fight for systemic change. You are an Agent of Change: You have the power to use your experience to create a better world for all workers. In the next chapter, we cover psychological self-defense , because the fight for your rights is also a fight for your mental health. Before You Move On ▢ ▢ ▢ ▢ ▢ CH A P T E R 1 8 A C T I O N C H E C K L I S T I understand how AI can be used as a tool for retaliation I have documented any changes in algorithmic treatment after engaging in protected activity I have preserved evidence of my performance metrics before and after the retaliatory conduct I know that automated adverse actions can constitute retaliation under federal law I have reported any AI-driven retaliation in writing SECTION SUMMARY This chapter explains how individual legal victories can spark broader systemic change. It outlines strategies for creating a larger impact, such as joining a class-action lawsuit for widespread issues or organizing a union to increase bargaining power. The chapter emphasizes the power of sharing personal stories to advocate for new laws and policies, encouraging readers to become agents of change for a more just workplace.

Resumen en español

Ganar tu caso individual es una gran victoria, pero el verdadero cambio ocurre cuando transformamos el sistema que permitió la injusticia. Este capítulo te muestra cómo tu lucha puede inspirar un movimiento más grande. Puedes unirte a una demanda colectiva (class action) si el problema es generalizado, o puedes organizar a tus compañeros de trabajo para formar un sindicato y negociar con más fuerza. Tu historia personal es una herramienta poderosa; compártela para abogar por nuevas leyes y políticas. No subestimes tu capacidad para ser un agente de cambio y luchar por un mundo laboral más justo para todos.

Educational publication

This chapter provides general information, not advice about a specific situation. Do not submit confidential facts through the book reader.