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Mozilla says 271 vulnerabilities found by Mythos have “almost no false positives”

News RoomBy News RoomMay 7, 2026Updated:May 7, 20264 Mins Read
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This article delves into the heated debate surrounding Mozilla’s use of AI for vulnerability discovery, specifically their tool named Mythos. The core of the controversy stems from Mozilla’s assertion that AI-assisted vulnerability discovery is a “game changer,” a claim that has been met with significant skepticism and criticism, especially from many within the cybersecurity community.

The Skepticism and Mozilla’s Response

One of the initial points of contention arose when Mozilla didn’t seek CVE (Common Vulnerabilities and Exposures) designations for the 271 vulnerabilities they claimed Mythos had uncovered. Critics were quick to jump on this, seeing it as a sign of unverified or less significant findings. However, the author clarifies that this is standard practice for Mozilla: they don’t obtain CVEs for security bugs discovered internally. Instead, these bugs are typically bundled into a single patch. To protect users who might be slow to update their software, reports detailing these “rollups” in Bugzilla (Mozilla’s bug tracking system) are usually kept confidential for several months after being fixed. The author anticipates that even with Mozilla now having revealed a dozen of these vulnerabilities, critics will likely dismiss them as “cherry-picked” examples, suggesting they don’t represent the full, potentially less impressive, scope of Mythos’s findings. This highlights a persistent battle between proving the efficacy of new AI approaches and the inherent distrust that often accompanies such groundbreaking claims, particularly in a field as critical as cybersecurity.

The Severity of the Discoveries and Continued Criticism

Delving into the nature of the vulnerabilities found, Mozilla reported that out of the 271 bugs identified by Mythos, a substantial 180 were classified as “sec-high.” This designation represents Mozilla’s highest internal rating for vulnerabilities that are discovered organically within their systems. These “sec-high” issues are particularly concerning because they can be exploited through everyday user actions, such as simply visiting a malicious webpage. To put this in perspective, the only even higher rating, “sec-critical,” is reserved solely for “zero-day” vulnerabilities, which are previously unknown flaws that are actively being exploited. Beyond the “sec-high” threats, Mythos also uncovered 80 “sec-moderate” vulnerabilities and 11 “sec-low” ones. Despite these seemingly impressive statistics, the author acknowledges that the critics are justified in their persistent pushback. They argue that hype surrounding AI is often used to artificially inflate the already overblown valuations of AI companies. Given the effusive praise Mozilla has heaped upon Mythos, even those generally more trusting might reasonably question Mozilla’s motives, wondering what they stand to gain from such pronouncements. The author suggests that the detailed explanations provided by Mozilla are unlikely to quell the controversy; rather, they are more likely to intensify it, underscoring the deep-seated skepticism that surrounds AI’s true capabilities in many professional domains.

Mozilla’s Perspective: Transparency and Driving Progress

Despite the ongoing criticism, Grinstead, a key figure at Mozilla, offers a different perspective. He views the detailed revelations from Mozilla as clear and compelling evidence of the profound usefulness of AI-assisted discovery. From his vantage point, Mozilla’s motivation in sharing this information is straightforward and driven by a desire for transparency and progress within the industry. He explains that the cybersecurity community has been somewhat disillusioned by a wave of “slop commits” – essentially, poorly executed or misleading code changes and claims over the past year. In this context, Mozilla felt it was crucial to openly demonstrate their work, reveal some of the specific bugs found, and engage in a more detailed discussion about their process. This, he hopes, will either galvanize others into action or at least continue a productive dialogue about the potential of AI in this space. Grinstead emphatically states that there is “no sort of marketing angle here,” aiming to dispel any notions that Mozilla is merely trying to promote itself or a specific product. He emphasizes that his team is fully committed to this AI-driven approach, and their primary goal is to disseminate a broader message about the effectiveness of this technique in general, rather than endorsing any particular model provider, company, or specific AI solution. This highlights Mozilla’s broader vision: to genuinely advance the state of vulnerability discovery, regardless of who develops the specific AI tools.

In essence, this situation at Mozilla encapsulates a larger narrative playing out across many technologically advanced fields: the ambitious claims of AI’s transformative power clashing with the seasoned skepticism of experts who have witnessed numerous technological fads come and go. While Mozilla believes they are showcasing a genuine breakthrough with Mythos, aiming for greater transparency and pushing the boundaries of cybersecurity, critics remain wary, concerned about potential over-exaggeration and the commercial implications of such pronouncements. The core of the debate revolves around trust, verification, and the responsible adoption of powerful new technologies like AI.

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