#LLMAlert
Imagine a phantom AI briefing almost launching a US strike. A glitch in generative AI nearly set off a real operation. What went wrong? Dive into the near‑miss that shows why we still need human oversight. #AIFailure #MilitaryAI #LLMAlert

🔗 aidailypost.com/news/false-a...
September 19, 2026 at 12:08 AM
Shocking but not so shocking stuff. This happens even in Open Review where referee reports are publicly available and the referees know this.
H/t Arka Pal #LLMalert
openreview.net/forum?id=1Ne...
Gauge Symmetries for Efficient Zero- Knowledge Proofs of Transformers
We introduce GaugeZKP, a symmetry-aware verification framework for Transformers that exploits the maximal gauge group of attention. For canonical models the maximal group is Gₘₐₓ = ((GL(dₖ))ʰ ×...
openreview.net
November 14, 2025 at 10:42 AM