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#prompt injection

Silhouette of a figure standing before a castle tower, symbolizing the recursive evasion problem in AI security disclosure
AI & Machine Learning

The Gemma 4 Zero-Shot Attack Problem: Why AI Safety Theater Fails on Day One

A security researcher just proved that Google's brand-new Gemma 4 model falls to the exact same jailbreak that broke Gemma 3—without changing a single word. And that's not a bug. It's a feature of how the entire industry is broken.

5 min read 4 days, 2 hours ago
Kubernetes cluster visualization with LLM threat vectors overlaid, showing data flow and security gaps between infrastructure and application layers
Programming Languages

Running LLMs on Kubernetes? Your Infrastructure Doesn't Protect You From Prompt Injection

Your Kubernetes cluster looks healthy. Pods are running, logs are clean, users are chatting with the model. But Kubernetes has no idea what those workloads actually do—and LLMs introduce a threat model that infrastructure alone can't solve.

5 min read 4 days, 7 hours ago
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