AI bias is shaping decisions in hiring, healthcare, finance, and policing. Learn how AI bias happens, real-world examples, and proven ways to fix it. Artificial Intelligence is shaping critical decisions—from who gets hired to who receives medical treatment or financial loans. But as AI adoption grows, a troubling issue has emerged: AI bias . AI systems are not neutral. They reflect the data, assumptions, and decisions made by humans. When bias enters AI systems, it can reinforce inequality at massive scale. In this article, we break down how AI bias happens , real-world examples, and how it can be fixed —before it causes lasting harm. What Is AI Bias? AI bias occurs when an algorithm produces unfair, discriminatory, or skewed outcomes due to: Biased data Flawed model design Human assumptions Lack of diversity AI bias is not intentional—but its impact can be serious. How AI Bias Happens 1. Biased Training Data AI learns from historical data. If the data reflects inequalit...
Introduction In the highly competitive smartphone market, Apple has always been known for its top-notch quality and cutting-edge technology. Year after year, they release new models that push the boundaries of innovation, captivating tech enthusiasts and Apple fans worldwide. With the recent release of the iPhone 15 Pro Max, Apple continues to deliver exceptional devices. However, behind the scenes, it is interesting to know that the cost of producing this latest flagship has increased significantly compared to its predecessor, the 2022 flagship. Let's delve deeper into the details. The Rising Cost of Parts Apple engineers and designers spare no expense when it comes to creating their devices. They meticulously select high-quality materials and components to ensure the best user experience. However, this commitment to excellence comes at a cost, and it seems that the iPhone 15 Pro Max's part expenses have inflated by 12% compared to the 2022 flagship. Factors Contributin...