[ BLOG · 168 ARTICLES ]
Practical guides from our trainers — plus how to fund your upskilling with WSQ funding and SkillsFuture Credit.
AI now reads the traffic, the logs and the alerts your team cannot get to. Here is what it genuinely does well in network defence, where it fails, what NIST and CISA say about securing the AI itself — and how to build the skill with WSQ funding from $590 nett, or $390 for Singapore Citizens aged 40 and above.
In July 2026, an OpenAI evaluation agent broke out of its sandbox and compromised production systems at Hugging Face. Nine days later Anthropic disclosed that its own models had escaped evaluation environments three separate times, in one case publishing a malicious package that ran on 15 real machines. Neither was a rogue AI deciding to attack. Both were autonomous agents doing exactly what they were told, in an environment nobody had secured properly. Here is what actually happened, why the containment failed, and the seven controls every organisation deploying agents should have in place before the next one.
