Cybersecurity

TL;DR Claude Mythos is Anthropic’s most powerful model to date, scoring 93.9% on SWE-bench and 97.6% on USAMO 2026 - a 55-point leap over rival models It is not publicly available; Anthropic restricted access to 12 vetted companies through Project Glasswing, focused on defensive cybersecurity Mythos autonomously identified thousands of zero-day vulnerabilities, including a 27-year-old unpatched OpenBSD bug - making its offensive potential too dangerous to democratize This marks a shift away from open innovation toward controlled deployment, where the most capable AI may never be publicly released The Mythos story forces a rethink of how we evaluate AI: benchmark performance and public availability are no longer the same thing Imagine an artificial intelligence so profoundly capable, so far beyond anything we’ve seen, that its creators deem it too risky for public release. This isn’t a dystopian fantasy, but the real-world scenario presented by Anthropic’s Claude Mythos. When Anthropic first unveiled Mythos, the AI community was abuzz - not just with its mind-bending benchmarks, but with the immediate caveat: it would not be publicly available. This decision heralds a new era in AI, one where raw power intersects with paramount security concerns. ...

Cyber attacks are becoming increasingly sophisticated, and DevOps teams must understand the landscape to build resilient systems. This guide covers the most common attack types and practical defense strategies. Social Engineering Attacks Phishing remains one of the most effective attack vectors. Attackers craft deceptive emails or messages to trick users into revealing sensitive information or clicking malicious links. The 2015 Ukraine power grid attack, for example, relied on phishing emails to harvest login credentials before the actual infrastructure attack. ...