red team testing

Niko Nieminen via Unsplash Today, people see generative artificial intelligence (AI) as the hidden author behind student essays and doubling as a fancy search engine. But beneath the basic prompt-response interface, these tools are quickly being designed to grow more capable and more autonomous — and therefore more unpredictable. Both users and designers are handing over increasingly complex tasks and expecting AI to act with less guidance over time and across applications. These will not…

In the security world, we’re always trying to stay ahead of attackers. And with AI becoming increasingly prevalent across the enterprise, we’re facing new challenges — but many fundamental security principles still apply. Red teaming AI models is about understanding how LLMs work to identify new types of vulnerabilities — looking at everything from prompt injection, to toxic output generation, to misuse of AI systems. It’s not just about the model itself, but also how…