cybersecurity AI
3 published articles
Cybersecurity AI
Microsoft's MAI-Cyber-1-Flash delivers top CyberGym scores at half the cost
Microsoft's new MAI-Cyber-1-Flash model, integrated into the MDASH harness, promises frontier-level vulnerability detection at half the cost. The company says the system outperforms Mythos, Gemini, and GPT on the CyberGym benchmark.
2026-07-29
AI Security
Why the Best General AI Model Keeps Losing to Narrower Ones on Security
Claude Opus 5's deliberately capped cybersecurity skills, Alibaba's in-session code review, and a new zero-query model-theft technique together show AI security fragmenting into specialized layers rather than converging on one trustworthy general model.
2026-07-28
Penetration Testing
Sakana's Fugu-Cyber finds the vulnerabilities Claude Opus 5 was designed to miss
Anthropic capped Claude Opus 5's security skills. Specialized models like Google's Gemini 3.5 Flash Cyber and Sakana's Fugu-Cyber outperform it in vulnerability discovery. A case for testing alternatives before renewing enterprise licenses.
2026-07-26