Embracing AI: A New Era in Cybersecurity
By John K. Waters
- 06/22/26
One of the biggest challenges in cybersecurity has always been finding vulnerabilities before attackers do. A growing number of security experts now say artificial intelligence is changing that equation, shifting the focus from discovering vulnerabilities to quickly remediating those vulnerabilities to prevent exploitation.
At the center of this transformation is Anthropic’s Project Glasswing, a cybersecurity initiative that provides select organizations access to Claude Mythos Preview, an advanced AI model for identifying software vulnerabilities and potential attack paths.
Project Glasswing’s Global Impact
According to Anthropic, Project Glasswing has expanded to more than 150 organizations in more than 15 countries and helped identify more than 10,000 high or critical severity vulnerabilities in participating organizations and software projects. The figures were disclosed by the company in materials describing the initiative.
The program recently gained additional attention when BT Group became the first UK company to publicly join the initiative. According to BT and reports from TechRadar, the telecommunications company plans to use the technology to strengthen defenses across its networks and customer systems. BT said it is currently fending off around 4 million cyberattacks every day.
AI: A Double-Edged Sword in Cybersecurity
The development reflects a broader trend in which AI companies are positioning advanced models as cybersecurity tools for governments, critical infrastructure operators and large corporations.
According to Anthropic, Project Glasswing participants include organizations in sectors such as telecommunications, healthcare, energy and government. The company also lists major technology and financial companies, including Microsoft, Google, Apple, Nvidia, Amazon Web Services, CrowdStrike, Cisco and JPMorgan Chase, as participants or collaborators in cybersecurity efforts.
Security experts say one of the most significant benefits of AI is its ability to quickly analyze large code bases and identify relationships between vulnerabilities that may be difficult for human analysts to detect.
According to a Wall Street Journal report, Visa executives involved in the initiative said the Claude Mythos Preview model can connect multiple, lower-severity vulnerabilities into realistic attack chains, helping defenders identify risks that might otherwise go unnoticed.
Navigating Ethical Concerns and Trust
But the promise of the technology comes with concerns about misuse.
Anthropic has explained that Claude Mythos Preview is not generally available because the same features that can help defenders identify vulnerabilities could potentially help attackers locate vulnerabilities more efficiently. The company said access was limited to verified organizations due to concerns that advanced cybersecurity models could be used for objectionable purposes if widely distributed.
These concerns have become increasingly important as governments and regulators examine the security implications of border AI systems. Anthropic has positioned Project Glasswing as a defensive cybersecurity initiative while maintaining restrictions on public access to the underlying model.
The Future of Cybersecurity with AI
The result is a growing debate about whether AI’s biggest impact on cybersecurity is to strengthen defenses, make attacks more sophisticated, or both.
Currently, proponents of the technology argue that AI is helping companies address a long-standing problem: the inability to identify and remediate vulnerabilities quickly enough. As technology continues to improve, cybersecurity experts say the bottleneck may no longer be finding bugs but figuring out which ones need to be fixed first.
Updates on Project Glasswing can be found here on the Anthropic website.
About the Author
John K. Waters is the Editor-in-Chief of a number of Converge360.com websites focused on high-end development, AI, and future technology. He has been writing about cutting-edge technologies and Silicon Valley culture for more than two decades and has written more than a dozen books. He also co-wrote the documentary “Silicon Valley: A 100 Year Renaissance,” which aired on PBS. He can be reached at [email protected].
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