Skip to main content
  1. Home
  2. Computing
  3. News

Google’s AI is digging up Chrome bugs that humans missed for years

Here's how Google is using Gemini AI to find, triage, and patch Chrome security bugs faster than ever.

Add as a preferred source on Google
Google Chrome safety feature.
Google Chrome

I’ve always assumed Chrome’s endless update notifications were just routine housekeeping with a batch of actually useful features every now and then. Turns out some of them are patching bugs that have been quietly sitting in the browser’s code for over a decade.

So how exactly is AI catching these bugs?

Google has built an AI agent powered by its in-house AI model, Gemini. Its entire purpose is to scan Chrome’s entire codebase for vulnerabilities, and it’s already proven itself. 

Among the other fixes, one catch stood out. It was a sandbox escape bug that let a compromised part of the browser trick Chrome into reading local files. The most interesting and frightening fact is that the flaw had survived undetected for more than 13 years. 

Recommended Videos

The system also handles triage now, sorting incoming bug reports through automated steps that filter spam, reproduce the issue, and attach severity ratings, work that used to take a human five to 30 minutes per report. 

Once a bug is confirmed, a “fixing agent” generates candidate patches, followed by a “critic agent” that reviews them, and test-writing agents verify whether everything works across every platform Chrome supports before a human developer even looks at it. Google says this is saving hundreds of developer hours every month. 

So does this actually mean more bugs are getting fixed?

Across just two recent Chrome updates, versions 149 and 150, Google fixed 1,072 security bugs combined, more than the previous 23 updates put together. 

Google is also racing to close the “patch gap,” the window between a fix existing and it actually reaching your browser, by piloting two security releases per week instead of one. It’s also testing “dynamic patching” that could eventually eliminate needing to restart Chrome entirely for most updates.

Don’t get me wrong, though. None of this means Chrome suddenly has more bugs than before. It means Google’s finally catching the ones that were always there, faster than attackers can exploit them.

Shikhar Mehrotra
For more than five years, Shikhar has consistently simplified developments in the field of consumer tech and presented them…
Claude is getting ambitious with watermarking, and I can smell the problems from a mile away
Claude’s text watermark could flag AI involvement even when it only helped with translation or editing
Claude website open on laptop

Anthropic wants to make AI-generated text easier to identify, and on paper, I have very little reason to complain. The company is experimenting with an invisible watermark that can be baked directly into text generated by Claude.

It sounds like a sensible idea. AI-generated text is everywhere, and knowing where something came from could certainly help. Moreover, Anthropic isn't simply hiding a marker somewhere inside a document. Its approach changes how Claude selects words to create a statistical pattern that can later be detected.

Read more
I switched from Windows to Mac after 25 years, and it’s the trackpad that converted me.
Well, that rhymes.
Computer, Electronics, Laptop

I’ve been using Windows laptops for almost 25 years. In that time, I never once seriously thought of buying a MacBook. In fact, I can honestly say I had never used one at all until I bought my MacBook Air M5 six months ago. Never borrowed one for a weekend, spent an afternoon at an Apple Store, or even played with one at a friend's house. Macs, to me, were just expensive computers for those who edited videos, made logos, or liked drinking expensive coffee.

My change came completely by accident.

Read more
Apple’s latest refurb drop brings cheaper MacBooks, iPhone 16 Plus, and Apple Watches
More M5 MacBook Air and Pro models are now available through Apple’s refurbished store
Computer, Electronics, Laptop

Apple has added several new MacBook Air and MacBook Pro configurations to its Certified Refurbished Store, alongside more iPhone 16 Plus models and Apple Watches.

The MacBook Air additions arrive at a particularly useful time. New M5 MacBook Air models are currently running in short supply across Apple’s retail network, with some configurations facing delivery estimates stretching into late August or September. Apple also raised MacBook Air prices in June, so students shopping before the new school year are being asked to spend more while potentially waiting longer to get one.

Read more