Removing Demographic Data Can Make AI Discrimination Worse
A recent study suggests that denying AI decision makers access to sensitive data actually increases the risks of discriminatory outcome. That’s because the AI draws incomplete inferences from the data or partially substitutes by identifying proxies. Providing sensitive data would eliminate this problem, but it is problematic to do so in certain jurisdictions. The authors present work-arounds that may answer the problem in some countries.
The racial healing handbook : practical activities to help you challenge privilege, confront systemic racism & engage in collective healing - Anneliese A. Singh
This handbook "offers powerful and practical tools to help you explore the history of racism, challenge stereotypes, and manage the stress and remorse that result from living in an unequal worlds. You'll understand your own racial identity, navigate daily and past experiences of racism, and examine ways racism affects all aspects of life-- from work to family to relationships. FInally, you'll discover how you can fight for racial justice, be an ally, and forge the building blocks needed to create a community of healing."--Cover.
Dismantling Racism Works (dRworks) is pleased to offer our workbook and other resources. We hope you find the material here useful to you, your organization, and your community.
Includes: Healing Action Toolkit, Chapter Conflict Resolution Toolkit, Healing Justice Toolkit, Trayvon Taught Me Toolkit: For Black and Non-Black POC Organizers, #TalkAbout Trayvon: A Toolkit for White People, and #TrayvonMeEnseñó.
Asian-American Racial Justice Toolkit - Asian Pacific American Labor Alliance
This toolkit is a project of love from the grassroots, from and by Asian American communities.As Asian Americans, we believe that our liberation is tied to Black liberation and we continue to dream about a world where all of our people will be free.
Crossroads’ mission is to equip institutions with shared language, frameworks, practices and tools that will assist them in:
diagnosing how their institutions are structured to uphold white supremacy culture and systemic racism and;
deploying strategies aimed at animating antiracist ways of being that result in racially equitable institutional culture and practices
Without Sanctuary: Lynching Photography in America
OFFICIAL Website featuring photographs and descriptions from the book Without Sanctuary by James Allen, with postcards of lynchings in America. The book has essays from Hilton Als, Leon Litwack and Congressman John Lewis. In Stock $300 First Edition
The topical research guides listed here are designed to provide students in specific Sandra Day O'Connor College of Law courses with resources and tools to begin their course-related research. The guides provide information on print and electronic library resources, legal databases, interdisciplinary databases, current awareness resources, and web resources.
Readings on Race and Professional Responsibility Notes for users: This bibliography is arranged first by type of source (e.g., scholarly articles, books, popular press, etc.) and then by topic (e.g., The Bar Exam, Malpractice, Advertising and Solicitation, etc.). Many but not all of the sources...
A guide to resources provided by the Law Library, as well as external information, to support our community in considering racial justice and reconciliation.
Law faculty are often race-avoidant in teaching would-be lawyers, despite the role race has played in the construction and maintenance of the legal system in the United States. When race is absent from class discussions, that silence sends the message that the law is neutral and operates equally for all, when that is plainly not the lived experience for so many in this country. When we fail to incorporate issues of race and racism as a through line in core law school courses, we impede the professional development of future lawyers, who graduate without grappling with difficult but essential questions of how the law can operate to subordinate on the basis of race (and gender, class, age, sexual orientation, gender identification, religion, and ability). Our silence about how race informs law and its application does real damage to students and can be particularly alienating for students of color.
Incorporating race into class assignments or discussions will likely lead to difficult, and even uncomfortable, conversations. As the professor, you too may be offended and offensive at times. Give yourself and your students the space to have brave and respectful discussion and ask questions that will raise awareness of bias and how it operates in the law.
This non-exhaustive list of resources is intended for law faculty teaching core (1L) courses, who want to include assignments, readings, and discussion touching on issues of race and the law. As such, the resource list does not reflect materials touching on the full range of underrepresented and historically marginalized groups. This is a work in progress that we hope to update continually. We welcome your constructive feedback and suggestions.
This resource list is a project of the Center for Access to Justice at Georgia State University College of Law, compiled by Center Assistant Director, Darcy Meals, with support from Caambridge Horton (J.D. ’21), Leah Ritter (J.D. ’23), Todd ("T.C.") Deveau (J.D. '23), and law librarians Pam Brannon, Meg Butler, and Gerard Fowke. Special thanks to Mary Whisner and the University of Washington Research Library, Rutgers Center for Security, Race and Rights’s Annotated Bibliography on Race and Racism in Higher Education, and the Civil Procedure Professoriate for their subject-matter-specific compilations of materials like these.
This guide is intended to provide educational resources on racial injustice in the United States with the hope that by knowledgeably working together, we can create a more just world.
LibGuides: Racial justice and anti-racism resources
Books,and films,available remotely related to racial justice and anti-racism Books and films available remotely related to racial justice and anti-racism.
Dickinson Law Library: Race and Diversity in America
This guide supports the Dickinson Law Faculty Resolution to become antiracists, to end racism, and to support the learning necessary to banish injustice, inequality, racism, and sexism. Resources available through the H. Laddie Montague, Jr. Law Library at Penn State Dickinson Law
This guide is an ongoing project designed to highlight and increase access to resources surrounding police-involved violence. New links and documents will be added as they become available.
The killing of George Floyd by four police officers on May 25, 2020 in Minneapolis ignited protests against police violence and calls for police reform throughout the United States. Many ideas are being advanced to improve public safety and to alter the nature of policing. This guide will try to highlight these ideas and provide examples of local, state, and federal governments actually implementing changes.
This guide is not intended to advocate for any particular change or to address broader issues of reforming society. Hopefully it will serve as a clearinghouse for ideas. A variety of sources address needed changes in a more comprehensive or in-depth fashion.
Police brutality is the use of unnecessary, excessive force by police in their encounters with civilians. The force used is beyond what would be considered necessary in the situation at hand. This may involve the use of a weapon—a baton, Taser, or gun—when such force is not warranted by the situation. In some cases, the use of tear gas, nerve gas, or pepper spray may be considered police brutality if the people targeted are gathered in a peaceful assembly. Police brutality can also involve psychological intimidation, verbal abuse, false arrests, and sexual abuse.
Subject and Course Guides: Police Brutality & Racism
As protests erupt throughout the nation to hold law enforcement and criminal justice institutions accountable, UIC's Richard J Daley library has created this research guide to help our community understand systemic racism and demand justice for all.
LibGuides: Minnesota v. Chauvin and the Death of George Floyd
On May 25, 2020, George Floyd, a black man, died while being arrested in Minneapolis, Minnesota. Floyd's death inspired months of protest against police brutality and racism and motivated ongoing discussions about racial justice and the role of race in American society. Derek Chauvin, one of the officers who participated in the arrest, has been charged with second-degree murder, third-degree murder, and second-degree manslaughter for Floyd's death. His trial began on March 8, 2021. On April 20, 2021, the jury returned a verdict of guilty on all counts. On June 25, 2021, Chauvin was sentenced to 22.5 years in prison.
This guide is intended to serve as a collection of resources about the trial of Chauvin and its context, including the public response to Floyd's death.
Research Guides: Law Enforcement and Racial Justice
This research guide brings together a variety of resources for researching issues related to policing and racial injustice. General research databases and reference resources for researching criminal justice topics generally are also listed. The databases in the General Research section, can be particularly helpful in locating periodical articles, working papers and other publications. Other sections of this guide focus on more specific issues such as police tactics and use of force; police/community relations, community policing and community activism; police oversight/accountability, and efforts/proposals to reform, defund and abolish police departments. Note: some of the resources (primarily books) listed under a particular topic (e.g. police tactics) may also contain content that address other topics such as police oversight.
The guide has a separate section devoted to law enforcement and racial justice issues in Minnesota. It also includes a section with useful links to federal government publications and resources for researching law enforcement and racial justice issues in other states. This guide was compiled in the aftermath of the killing of George Floyd in May 2020 and the global outrage and protest that followed. Links related to the response of the University of Minnesota Law School, (official statements, a panel discussion webinar, and the George Floyd Memorial Scholarship in Law) can be found below.
Pro Bono Net is a national nonprofit organization. We work to bring the power of the law to all by building cutting-edge digital tools and fostering collaborations with the nation’s leading civil legal organizations.
The intentions of this guide are to provide the researcher with helpful tips, and suggested print and electronic resources about women involved in the Civil Rights movement in the United States.