233: Bias in AI Decision-Making Historically, humans have been the decision-makers in areas such as hiring, loan eligibility, and medical diagnoses. However, artificial intelligence (AI) has advanced to the point where it can perform certain tasks more skillfully and reliably than humans. AI is now utilized in hiring, loan assessments, housing, medicine, and other sectors Read More
No. Even if explicit personal factors like gender, race, or sexual orientation are removed, AI algorithms can still learn to discriminate based on other variables correlated with these factors. For instance, an algorithm trained on historical hiring data might learn to favor certain keywords or experiences more commonly found on resumes of a particular group, Read More
AI has the potential to make education more accessible and equitable. Here’s how: However, there are concerns about data collection, privacy, and transparency, as well as potential bias in AI decision-making. It’s important to address these concerns to ensure that AI is used to promote equity and not exacerbate existing inequalities.
A brief post for upcoming presentations. There are several concerns regarding the use of AI in education, particularly related to data privacy, potential for bias, and the need for careful implementation. Data Privacy and Transparency: The collection of student data, including personal and biological information, raises concerns about privacy and security. For example, the use Read More
David Clinton’s The Complete Obsolete Guide to Generative AI is a must-read for computer science students looking to break into the exciting field of AI. This book offers a comprehensive overview of generative AI, covering everything from the basics of how AI models work to the practical applications of AI in various industries. What makes Read More
AI is all the rage, and it has been for a few years. Some folks are raging advocates for AI, and they claim it will fix everything. Other folks rage against it, and they claim it will ruin everything. The truth probably lies somewhere between the two extremes, but Hilke Schellmann’s book The algorithm: How Read More
As educators, we constantly strive to equip our students with the tools they need to navigate an increasingly complex world. One of the most significant challenges facing us today is the rise of Artificial Intelligence (AI) and its pervasive influence across various aspects of life. It’s crucial that we, as teachers, not only understand AI Read More
What security measures are necessary to protect data? Data security involves protecting data from unauthorized access, modification, and disclosure. Key security measures include:
Generative AI arrived in our schools a few years ago with ChatGPT and our collective concern about its future for our work. In the time since, we have been negotiating its place in education. We seem to be narrowing in on several applications that are useful in making people “smart.” One activity that has focused Read More