Consumer Privacy

What the Latest Federated AI Research Means for Your Privacy If you use a smartphone with predictive text, voice typing, or a fitness tracker that learns your habits, you are already relying on a type of artificial intelligence called federated learning. The big selling point has always been privacy: your data stays on your device, and only anonymous model updates are sent to the cloud. But recent research has shown that those updates can sometimes be reverse-engineered, leaking parts of your personal information. New work from Oak Ridge National Laboratory (ORNL) aims to close that gap. ...

What Records Should You Keep Before Using AI? A Privacy Guide If you’ve used a chatbot to draft an email, an AI assistant to summarize a document, or a generative tool to generate an image, you’ve left a data trail. Every prompt you type, every output you save, and every setting you adjust can be stored by the service—and sometimes used for training or shared with third parties. Most people are not aware of how much of their personal information accumulates inside these tools, or what they can do to manage it. ...

How AI Is Quietly Eroding Your Privacy — and What You Can Do About It Every day, artificial intelligence systems collect information about you—often without your explicit awareness. Voice assistants record snippets of conversation, smart appliances log your habits, and websites track your behavior to train recommendation algorithms. A recent article by Heather Parry on Substack brought this topic into focus, arguing that the steady creep of AI into daily life is quietly dismantling personal privacy. Whether you agree with that framing or not, the underlying trend is hard to dismiss. This post explains what is happening, why it matters for ordinary consumers, and what practical steps you can take right now to limit how much of your data ends up in AI-powered systems. ...