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When the Red Team Was the AI: What the OpenAI and Anthropic Agent Incidents Teach Us About AI Security
10-08-2026 126

When the Red Team Was the AI: What the OpenAI and Anthropic Agent Incidents Teach Us About AI Security

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.

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Patient Trainer Who Makes Sure We Really Understand

This is my second time joining Dr. Alvin Ang's class. I first attended last year on 16 Aug 2025. Today I signed up for the Excel Power Query and Power Pivot course. Dr. Ang is very patient. He makes sure we really understand, and he'll even invite us to a Google Meet to troubleshoot why Power Pivot or Power Query isn't working. He also shares tips to help speed up our work and make daily tasks easier.

Engaging Data Analytics with R Course

I had the opportunity to attend Dr Alvin Ang's Data Analytics with R course, and I enjoyed the class a lot. Dr Alvin Ang was able to explain R concepts very clearly and answer our questions promptly. His teaching style was very engaging (he includes some witty humour during the class from time to time). I would recommend anybody who wants to learn a skill to come sign up for a course at Tertiary Courses Singapore.
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Explains things clearly and patiently

I would like to express my sincere appreciation to Dr. Alvin for being such a wonderful and dedicated teacher. He explains things clearly and patiently, making even difficult topics much easier to understand. Highly recommended!

Clear, Practical, and Very Useful for My Work

Dr Alvin Ang, I enjoy the statistics, because it gives me ideals how to do the work. This is my second course with Tertiary Courses Singapore. Dr. Alvin Ang's Excel Power Query and Power Pivot class was clear, practical, and very useful for my work.