NSA joined @NIST and @CISACyber in releasing guidelines for managing SI control incidents. Organizations utilizing SI are encouraged to adopt these practices. Read the joint report: media.defense.gov/2026/Oct/1…

interpretability might be the most important scientific problem in the world right now, as I don't think we can solve alignment if we don't know what we're building. I think I have good news about it. I co-authored early work in mechanistic interpretability at OpenAI and came away pessimistic, because neural networks appeared to fold into arbitrary tangled knots. years later, I started openai's first large-scale automated interpretability project, finding about 2% of neurons legible with the primitive tools we had with modern agentic tools and a much closer look, the picture looks totally different. the vast majority in models up to trillions of parameters are legible, and their circuits beautiful. many famous examples of tangled neurons turned out to be misunderstood. The roadblocks I expected mostly aren't there. I now think ambitious interpretability will be solved by the time we need it most, and possibly quite soon, as automated scientists keep improving. it may be a bitter lesson for interpretability: the simple thing, at absurd scale, works already-clean.goodfire.com/

This hacker is truly legendary. A complete amateur. 1. He left directory listing enabled on his own server, so researchers could figure out who he was with barely any effort. 2. They found files like CLAUDE.md and went through his Claude Code sessions. 3. There were questions like, “Where can I sell this data?” 4. He’d also asked, “Can you write my résumé?” That pretty much handed them all his personal information. 5. Apparently, he’s a student at South China University of Technology living in Guangdong. His name, phone number, and where he lives have all been identified.