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What Do the Numbers Say? Women make up nearly half of the United States workforce, approximately 47%, yet in the technology sector, they hold only about 27% of jobs. In computing roles specifically, that figure drops to roughly 25%. At major tech companies like Google, Apple, and Meta, women account for just 25% of technical staff. The leadership gap is even wider: only about 4% of Chief Information Officers and Chief Technology Officers at large companies are women, and fewe

What is Algorithmic Discrimination? Algorithmic discrimination occurs when an AI system or algorithm makes decisions with little to no human involvement that result in different or unfair treatment of individuals or groups, often based on characteristics such as race, gender, age, or economic status. These biases can arise from the way algorithms are designed and trained. Flawed data, such as historically biased datasets or datasets that lack representation, can be fed into a

Grok is a generative AI chatbot developed by xAI, a company founded by Elon Musk. It was launched in November 2023 on the app X, formerly known as Twitter. The AI system was created to have a “witty” and “edgy” personality, reportedly inspired by works such as The Hitchhiker’s Guide to the Galaxy . The issue, however, extends beyond its wittiness or sarcastic remarks. Critics have raised concerns about the platform’s safeguards, particularly regarding its potential role in t

Cyberviolence is defined as “ any act that is committed, assisted, aggravated, or amplified by the use of information communication technologies or other digital tools, that results in or is likely to result in physical, sexual, psychological, social, political, or economic harm, or other infringements of rights and freedoms” by UN Women. There are several forms of cyberviolence, all of which have harmful effects on their victims, including mental health issues, confidence i

The Fourth Amendment of the United States Constitution states that the people of the United States have the right against unreasonable search and seizures. However, the Constitution was written long before digital communication existed. As digital surveillance capabilities expand, courts continue to grapple with the question of how to uphold Fourth Amendment rights. Digital Surveillance, Section 8, and the Fourth Amendment How does monitoring of online activity fall under th