One Cable, 200 Gbit/s: Connecting Two GB10 Systems with ConnectX-7

What looks like a simple Ethernet cable is one of the most interesting parts of a two-node GB10 setup. A single QSFP112 cable can provide a dedicated 200 Gbit/s path for distributed inference, model training, MPI, an…...

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Introducing DVAIB - Damn Vulnerable AI Bank

Can You Trick an AI Into Giving You Free Money?Introducing DVAIB - The World's Most Vulnerable AI BankWhat if there was a bank where the AI assistant was... a little too helpful? A bank where smooth talking might j…...

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Multi-Turn Jailbreaks and “Psychological Manipulation” Attacks: Why Single-Turn Defenses Fail

The AI doesn't break on the first question. It breaks on the tenth.The Conversation That Changed EverythingPicture this: A researcher sits at their terminal, chatting with one of the world's most advanced AI sys…...

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Long-Context Inference Security: KV-Cache Privacy Risks and Safe Memory Management

1. Why Long-Context Security MattersYour LLM can process a million tokens. Every one of them is a potential leak.The context window race changed everything:2023: 4K-32K tokens was impressive2024: 128K became standard202…...

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Policy-as-Code for AI Workloads in Kubernetes: Kyverno/OPA Patterns for Model and Data Safety

1. Why This MattersYour container is signed. Your image is scanned. Your CVE count is zero.None of that stops a backdoored model from running inference....

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