Policy dependency / Threat pattern
A Fine-Tuned 4B Qwen in 2.6 GB Beats GPT-5.6 on a Transit-Kiosk Agent Benchmark, and PEFT Gains Vanish by 27B
arXiv 2609.10016
Policy dependency / Stack layer
Anthropic Gave EU Cybersecurity Agency ENISA Access to Mythos 5, Three Months After Release, and Still Withholds 5.1
Bloomberg
Stack layer / Threat pattern
One operator ran hundreds of Codex- and DeepSeek-driven agents to compromise 440+ PaperCut servers at 395 organizations in 48 countries
GreyNoise
Stack layer / Threat pattern
RAGFlow 0.27.2 rewrites its Agentic RAG retrieval framework and patches a starlette CVE
GitHub
Stack layer / Threat pattern
mesh-llm v0.76.0 makes the KV prefix cache survive eviction, restarts and cold nodes
GitHub
Stack layer / Threat pattern
Ecdysis: fix the harness only for failure patterns that recur across tasks, not for each single failure
arXiv 2609.11677
Policy dependency / Stack layer
CROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated Intent
Product Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)
Policy dependency / Threat pattern
Ant International, Visa and Mastercard Are Building a Shared 'Know-Your-Agent' Identity Standard
CNBC