AI Agents Are Gaining More Access—Where Should the Limits Be?

The Permission Problem Is Becoming the Main AI Problem AI agents are moving from systems that generate information to systems that can take actions. In September 2026, that distinction became harder to ignore as Meta rolled out Muse, a consumer-facing personal agent that can browse websites, fill forms, send messages, book services, and make purchases. … Read more

When More RAM Matters—and When It Barely Changes Anything

Buying more RAM is one of the easiest PC upgrades to misunderstand. A system with 64GB of memory sounds substantially more capable than one with 16GB, but the extra capacity does not automatically make applications open faster, games render more frames, or a processor execute work more quickly. RAM capacity primarily determines how much active … Read more

The Heat Problem Changing How Data Centers Are Designed

When people think about a data center, the visible story is usually about computing: servers, GPUs, storage, networking and the software running on top of them. The less visible story is what happens to the energy those machines consume. Almost all of the electrical power used by computing equipment eventually becomes heat. That heat must … Read more

Why AI Hardware Is Changing the Economics of Computing

For decades, the economics of computing were relatively easy to understand. A faster processor could finish a calculation sooner, a larger server could handle more users, and improvements in manufacturing generally meant that more computing power could be delivered for the same amount of money and electricity. Artificial intelligence is making that model more complicated. … Read more

What Your Router Does Before Your Internet Request Reaches the Web

When you open a website, it is easy to imagine your computer sending a request directly to that website’s server. In reality, your request usually passes through several layers of networking before the destination ever sees it. Your router sits at an important boundary in that process. It connects your local network to another network, … Read more

Managing Notifications Across Phones, Computers, and Other Devices

Notifications are supposed to reduce the amount of attention required to monitor a device. Instead, once someone owns a phone, laptop, tablet, smartwatch, and perhaps a second computer, notifications can become a distributed system of their own. The same event may appear on more than one screen. A message might arrive on a phone and … Read more