Ride-share pricing algorithms charge more for pickups originating in areas where predominantly people of color reside.
Even as Uber and Lyft's policy teams were citing their service of majority-minority neighborhoods in their regulatory battles in cities, their pricing algorithms were charging riders more for pickups originating in areas predominantly populated by people of color.
Related Issues by Justice Area
AI is poised to exacerbate the Black-white wealth gap in the United States.
The median wealth amassed by Black households in the United States is just 15 percent of what that of white households. That means that Black families have about $44,900 USD to their $285,000 USD. This is the result of many systemic factors that stretch all the way back to the the time of chattel slavery. The McKinsey Institute for Black Economic Mobility predicts that AI will add about $7 trillion USD to the global economy each year, with nearly $2 trillion USD of that concentrated in the U.S. But it also warns that if generative AI technology development continues on its current trajectory, it will widen that wealth gap. The prediction is that by 2045, it will grow by a whopping $43 billion USD every year.
Economic Justice Racial Justice Issue 2022Multilingual inconsistencies in AI systems impact linguistic hegemony.
AI can create language hegemony, where some languages are granted superior status and others are deemed inferior. Studies show that "language modeling bias can result in systems that, while being precise regarding languages and cultures of dominant powers, are limited in the expression of socio-culturally relevant notions of other communities." In extreme cases, this can even violate people's right to practice and preserve their native non-English languages.
Human Rights Racial Justice Issue 2023Organizations like Te Hiku Media raise concerns about Big Tech using their data to train systems like WhisperAI, "a speech recognition model trained on 680,000 hours of audio taken from the web."
The world's extensive history of colonization and its harm are clear as activists fight for Indigenous data sovereignty, saying "the way in which Whisper was created goes against everything we stand for. It's an unethical approach to data extraction and it disregards the harm that can be done by open sourcing multilingual models like these." They remind the industry that "when someone who doesn't have a stake in the language attempts to provide language services, they often do more harm than good." Ultimately, organizers want other tech orgs to follow their lead: "We respect data in that we look after it rather than claim ownership over it. This is similar to how Indigenous peoples look after land. We only use data in ways that align with our core values as an Indigenous organization and in ways that benefit the communities from which the data was gathered."
Community Health and Collective Security Racial Justice Issue 2022In 2022, Brazil’s facial recognition system placed African American actor Michael B. Jordan on Brazilian police’s most-wanted list.
This high-profile case of algorithmic racism happened because the facial recognition program is not good at distinguishing between Black faces and incorrectly identified him as a murder suspect in a mass shooting. Experts say this technology negatively impacts millions of people of color in Brazil, where facial recognition is still in use, despite its failures and harm to the community.
Community Health and Collective Security Racial Justice