Companies are rushing to integrate LLMs into products even though the output of these tools cannot be fully controlled.
This can be seen in the Gemini image generation debate. "A system that you cannot debug through a logical, Socratic process is a vulnerability that exploitative tech tycoons will use to do what they always do, undermine the vulnerable."
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Amazon's AI recruitment tool discriminated against women.
The online giant created its own recruitment tool to help evaluate the resumes of people who for software developer positions. It was soon discovered that the algorithm was poorly ranking applications from people it assumed were women. This is because it was trained on a dataset that consisted primarily of men’s resumes that were submitted to the company over the past decade. The system was taught to penalized any resume that included the word “women’s” or listed that the candidate graduated from a couple of specific women’s-only universities. Use of the software has been discontinued.
Economic Justice Gender Justice Issue 2013Michigan’s Unemployment Insurance Agency's Michigan Integrated Data Automated System incorrectly flagged about 40,000 people as committing unemployment fraud during the 2013–2015 period.
The state worked to fix the problems caused by the AI system, but the damage has major: the wrongly accused Michigan residents have been subjected to denied unemployment benefits, fines, repossessions, and even bankruptcy.
Economic Justice Issue 2023AI 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 2019Deepfakes overwhelmingly target people who identify as women.
A 2019 study from cybersecurity company DeepTrace found that 96 of the AI-powered deepfake videos circulating on the internet feature pornographic content. Much of it depicts women in the nude or performing sex acts without their consent. While this technology is frequently used to denigrate celebrities like rapper Megan Thee Stallion or singer Taylor Swift, but it’s also used to manipulate and coerce everyday people.
Gender Justice