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Report: Business email compromise attacks surged dangerously in April Scope Systems confirms cyber incident, says no data loss occurred Instructure breach: ShinyHunters says ‘matter has been resolved’ Rapid7 launches Cyber GRC program to connect compliance with live risk data Australian federal budget 2026: The industry perspective Op-Ed: Microsoft May Patch Tuesday reveals 137 vulnerabilities Federal Budget 2026: The state of cyber security spending for the coming year OpenAI offers EU early access to its cyber security model Exclusive: Aussie firm Earth Systems listed by INC Ransom hacking group Op-Ed: Why Middle East tensions demand immediate action on OT security Aussie schools breach: Instructure boss “reaches agreement” with ShinyHunters to not release data Institute of Public Accountants members hit by data breach Union demands answers on Qantas AI plans 1 in 3 small businesses don't think they're a cyber target, new research finds Exclusive: Aussie toy distributor listed by M3rx ransomware Exclusive: Australian Computer Society investigating possible breach after ShinyHunters hack claims The industry speaks – part 2: World Password Day 2026 Aussie schools breach: The Instructure hack “transcends an isolated IT incident” Exclusive: Aussie car part importer Strategic Imports allegedly breached by threat actors New South Wales, other states, investigating Instructure/Canvas data breach Australian Cyber Security Centre warns of ClickFix campaign leveraging Australian infrastructure Queensland Department of Education confirms students & staff impacted by ShinyHunters data breach ACMA takes action against SpinTel & Yomojo over mobile number fraud violations The Industry Speaks, Part 1: World Password Day 2026 Qualys and Converge tie cyber insurance pricing to real-time security posture Fakeout: Iranian APT caught hiding behind Chaos ransomware activity Exclusive: Australian energy management firm allegedly breached by SafePay Real estate giant Cushman & Wakefield confirms cyber incident, Qilin and ShinyHunters claim attack CrowdStrike expands Project QuiltWorks as more partners join AI security coalition Hacked: ALS discloses cyber incident, unauthorised access to IT systems
Cutting edge: Anthropic’s Claude Mythos preview is a ‘dou...
David Hollin · 2026-04-22 · via Security

Frontier models focused on cyber security and vulnerability hunting are a boon to network defenders – but the race between defenders and adversaries has begun.

It’s easy to look at the release of Anthropic’s Claude Mythos Preview and the related Project Glasswing and think the sky is falling.

We’re talking about an AI model that can pick needles out of a haystack at ease and scale when it comes to vulnerabilities. Things like zero-days in tent-pole platforms and operating systems that have gone unobserved for decades.

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And while it may only be the hands of the good guys at the moment, that moment cannot last. The horse will bolt.

The barndoor cannot be closed.

“This generational improvement in coding ability directly translates to a significant advance in vulnerability discovery and exploit generation. These capabilities, however guardrailed, will not stay contained,” Lee Klarich, Palo Alto Networks chief product and technology officer, said in a recent blog post.

“Similar advances will appear across other major AI labs, Chinese models, and open-source models. Attackers will find the seams in those guardrails. They will use advanced AI to discover zero-day vulnerabilities at scale, generate exploits in near real time, and develop autonomous attack agents unlike anything the industry has faced.”

If you want an example, imagine what Chinese threat groups such as Volt Typhoon could do with access to a tool that can lay out zero-days for them to exploit for, well, days.

The problem, as Klarich sees things, is that if you’re not reacting to this, if you’re not preparing for this, you’re already losing the race.

“Within six months, advanced AI models with deep cyber security capabilities will become commonplace,” Klarich said.

“Organisations that have not put appropriate safeguards in place will face an entirely new class of risk across their enterprise and critical infrastructure.”

Where to start getting ready

Guido Grillenmeier, Semperis’ principal technologist for the EMEA region, has a somewhat more whimsical – if no less concerning – take on the impact of Mythos.

“The situation reminds me a bit of The Sorcerer’s Apprentice – calling on (almost) magical power that we can’t quite yet control,” Grillenmeier said.

“And if we’re lucky enough, we’ll also just get wet feet like Mickey Mouse in Disney’s Fantasia Masterpiece, before some proper governance for releasing newly found power is in place!”

Grillenmeier said he is convinced that US Treasury Secretary Scott Bessent and Federal Reserve chair Jerome Powell must already be feeling the water sloshing around their ankles, and swiftly rising. When informed of the new model’s vulnerability-hunting capabilities, the pair summoned Wall Street leaders to an emergency meeting to make sure they’re properly prepared for this rising tide.

Speaking of models such as Mythos, Grillenmeier said that not only are they great at creating code and spotting vulnerabilities in it, but also at creating exploits to target those exact same vulnerabilities.

According to Grillenmeier, they often focus on “routines responsible for handling user authentication, as once you breach the authentication, you can rule the complete system”.

“This logic hasn’t changed – just the speed of finding new vulnerabilities has increased dramatically,” Grillenmeier said.

“As such, concentrating on your identity security will get you far to limit the blast radius, if a new vulnerability comes up from the trenches.”

Running the race

The wider situation is hardly new. As Grillenmeier notes, Jen Easterly, the CEO of RSAC, believes the biggest risk organisations currently face is the fact that the software we rely upon is basically unsafe.

“The hope is that with AI, we will soon have the power to find those unfound risks in operating systems and various libraries used by everyone, as well as systems managing our digital identities,” Grillenmeier said.

“The key is to make use of this capability before the adversaries do – not just in the banking industry, but basically everywhere! Concentrating on your identity security is a proper first step, until you and your software providers can revalidate and patch all code running in your company. The race is on!”

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David Hollingworth

David Hollingworth has been writing about technology for over 20 years, and has worked for a range of print and online titles in his career. He is enjoying getting to grips with cyber security, especially when it lets him talk about Lego.

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