How would you stop AI in an emergency?

AI is creeping into more parts of business than most people realize.

It writes emails, helps analyze data, and powers tools your team might be using every day.

And in many cases, it’s been adopted quickly.

Which is great… until you stop and think about what would happen if something went wrong.

Windows 11’s new focus on efficiency

For the past year or so, it’s felt like every Windows update came with three new AI features attached.

Some of them are genuinely useful. Some feel like they’re there because they can be.

So, it’s interesting to see Microsoft take a slightly different tone with recent Windows 11 preview updates.