Research
How Transit AI Handles Nondeterminism in Network Operations
An LLM that proposes commands to a production router or firewall inherits the same run-to-run unpredictability as a chatbot, but t...
Cracking Passwords at AI Speed: Digital Forensics on Grace Blackwell and Unified Memory
Apple’s mode 14800 backup KDF is a sequential, memory-latency-bound workload that discrete GPUs handle badly. On a DGX Spark...
How a Deep Dive into AI Networking Made Me Re-think Network Security
AI fabrics move the most critical traffic memory-to-memory, bypassing the CPU and the kernel entirely. Every network security tool...
I Thought Data Poisoning Was a Lab-Only Threat. Then I Looked at Witches' Brew
Witches’ Brew is a clean-label poisoning attack: the malicious training images look like ordinary data to a human reviewer, ...
The New Mandate for Security: Why I'm Getting My Hands Dirty with Agentic AI
The autonomous deployment of agentic AI is outpacing our ability to assess its risks. The most effective security professionals wo...