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    Mozilla Used Anthropic’s Mythos to Discover and Repair 271 Bugs in Firefox

    Naveed AhmadBy Naveed Ahmad22/04/2026Updated:22/04/2026No Comments4 Mins Read
    security GettyImages 2214075816


    Amid a raging debate over the impression that new AI fashions may have on cybersecurity, Mozilla mentioned on Tuesday that its Firefox 150 browser launch this week includes protections for 271 vulnerabilities recognized utilizing early entry to Anthropic’s Mythos Preview. The Firefox crew says that it has taken sources and self-discipline to regulate to the firehose of bugs that new AI instruments can uncover, however that this massive elevate is critical for the safety of Mozilla’s customers, on condition that the capabilities will inevitably be in attackers’ palms quickly.

    Each Anthropic and OpenAI have introduced new AI fashions in latest weeks that the businesses say have superior cybersecurity capabilities that would signify a turning level in how defenders—and, crucially, attackers—discover vulnerabilities and misconfigurations in software program programs. With this in thoughts, the businesses have to this point solely carried out restricted non-public releases of their new fashions, and each have additionally convened trade working teams meant to evaluate the advances and strategize. In follow, although, cybersecurity specialists have a variety of views on how consequential the brand new capabilities can be.

    Mozilla’s expertise, no less than within the quick time period, reveals that AI instruments like Mythos Preview might have a profound impression for vulnerability hunters.

    “Our perception is that the instruments have modified issues dramatically, as a result of now we now have automated strategies that may cowl, so far as we are able to inform, the total area of vulnerability-inducing bugs,” says Bobby Holley, Firefox’s chief expertise officer. For years, he says, Firefox and different organizations have relied on a mix of automated vulnerability searching strategies, like software program fuzzing, and handbook vulnerability searching by inside and exterior researchers to seek out and repair flaws. And attackers have had these identical instruments and strategies at their disposal.

    “There have been classes of bugs that you could possibly discover with human evaluation that you just couldn’t discover with automated evaluation and, due to this fact, it was at all times potential for those who have been a risk actor and also you have been prepared to spend many tens of millions of {dollars} to discover a bug—we tried to drive the worth of that as excessive as potential,” Holley says.

    Holley now says that rising AI capabilities will create a type of bootcamp that each one software program must undergo in some way to seek out and repair a set of latent vulnerabilities of their code. Firms like Anthropic and OpenAI appear to be making an attempt to get as many main gamers as potential to undergo this overhaul earlier than the capabilities are extra broadly obtainable.

    “Each piece of software program goes to must make this transition, as a result of every bit of software program has lots of bugs buried beneath the floor that at the moment are discoverable,” Firefox’s Holley says. “This can be a transitory second that’s tough and requires coordinated focus and lots of grit to get by, however I feel that it’s a finite second, even because the fashions turn out to be extra superior. Possibly the extra superior fashions will discover a couple of issues right here or there, however I consider that, no less than on the Firefox aspect having had a little bit of a head begin right here, that we’ve rounded the curve.”

    Holley says that the Firefox crew gained entry to Mythos Preview as a part of direct collaboration with Anthropic and that Mozilla will not be formally a part of its bigger consortium, known as Undertaking Glasswing.

    Firefox is open supply, a kind of software program that usually may very well be notably impacted by new AI bug searching capabilities on condition that many open supply initiatives are broadly used and relied upon around the globe and but are sometimes maintained by a really small group of volunteers or only one individual. And the results may very well be particularly consequential for “abandonware” that’s not maintained in any respect.



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    Naveed Ahmad

    Naveed Ahmad is a technology journalist and AI writer at ArticlesStock, covering artificial intelligence, machine learning, and emerging tech policy. Read his latest articles.

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