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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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Clear concepts, easy to follow for a beginner

I had the pleasure of learning Data Analysis with Python under Dr. Alvin Ang. He explained the concepts clearly and made the lessons easy to follow, even for someone who was still new to Python and data analysis. His practical examples and step-by-step teaching approach helped me better understand how Python can be used to analyse data. Dr. Alvin was also patient, encouraging and always willing to clarify our questions. I would highly recommend him to anyone who wants to build a strong foundation in Python and data analysis.

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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Clear and Engaging R Programming Course

I had the privilege of attending a course R Programming Fundamentals and Statistics under Alvin. The practical examples and clear explanation enabled me to grasp the concepts easily. His engaging teaching style encouraged me to ask more questions, and he took the time to patiently explain through concepts. I would highly recommend his courses to those interested in furthering their understanding of R programming!

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!