AI College Admissions Screening Shows Promise But Raises Serious Fairness Questions
University of Pennsylvania researchers developed AI models to assess personal qualities in college essays, finding modest predictive power for graduation but raising concerns about gaming, bias, and whether automation truly improves fairness in admissions decisions.
What Are the Essential Goals of AI Literacy in Education?
Global education frameworks define AI literacy as developing critical thinking, ethical reasoning, and practical skills to navigate artificial intelligence systems responsibly across education, work, and daily life.
AI Learning Platforms Surge Across U.S. Classrooms Raising Over $15 Million in Funding
This spring, U.S. school districts launched dozens of AI learning platforms including Kira Learning and Khanmigo using federal grants and private funding. Global players like Germany’s Knowunity have secured €27 million to scale, while Carnegie Learning’s ClearTalk has won innovation awards. The rapid rollout highlights benefits in feedback and engagement but raises concerns about privacy, equity, and the need for governance frameworks.