developer.nvidia.com/blog/nvidia-ai…

Are aligned neural networks adversarially aligned? Nicholas Carlini, Milad Nasr (Milad Nasr), Christopher A. Choquette-Choo, Matthew Jagielski, Irena Gao, Anas Awadalla, Pang Wei Koh, Daphne Ippolito (Daphne Ippolito), Katherine Lee (Katherine Lee), Florian Tramèr, Ludwig Schmidt

If you happened to miss BHUS, we’ll be at Blackhat EU blackhat.com/eu-23/training…

Some players are handling the CTF format better than others (meme from the Discord). Everyone is learning…something. 12 days left, still time to hit the leaderboard! kaggle.com/competitions/a…

The most common ask we got after the AI Village @ DEF CON CTF on Kaggle was to make the challenges available all the time. We took our first steps today and look forward to building out a great ML CTF and learning platform. Hope you enjoy!

Shout to Rob for the 4 new Bear challenges. Awesome place to get started with great walkthroughs. The roadmap is looking 🔥this year

I took an early stab at PGD for LLMs based on arxiv.org/abs/2402.09154 (Simon Geisler). Neat technique to relax the one-hot for gradient updates + projection. Also got to spend some time with litgpt. github.com/dreadnode/rese… Experimental and messy, but enjoy.

local vllm generator dropping in rigging soon. batch inference speed is going to be very useful.

Pushed with vllm and transformers support rigging.dreadnode.io/topics/generat…

what are we even doing anymore github.com/guardrails-ai/…

Crazy ride so far. Will and I continue to learn the importance of having a great team around you. I'll take my time here and extend a huge thank you to the dreadnode team who work extremely hard everyday to build a company with us. You all rock.

Introducing AIRTBench, an AI red teaming benchmark for evaluating language models’ ability to autonomously discover and exploit AI/ML security vulnerabilities. Read the paper on arXiv: arxiv.org/abs/2506.14682 Open-source dataset and benchmark eval code repo: