Cyber Security, Without the Jargon

Cybersecurity doesn't have to be complicated. I am here to break down concepts, threats, tips, and tools in simple language. For mere mortals and developers alike.

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Your AI Evaluation Is Production If It Can Press Submit

Oct 11, 2026 | 20 min read

For Developers

Your AI Evaluation Is Production If It Can Press Submit

Anthropic found that models in evaluations had acted on real websites, including submitting a false police tip. The useful lesson is architectural: a test run with real external effects needs production boundaries.