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 / Stack layer
NSA, CISA and FBI Name Six Chinese AI Firms in a Joint Advisory on Industrial-Scale Distillation
CISA
Stack layer / Threat pattern
AgentAudit attaches to a running agent and scores its trace on ten dimensions, exposing 95.1 vs 22.6 trust spreads at similar task completion
arXiv
Stack layer / Threat pattern
16% of 3,171 public agent-harness setups carry a confirmed security defect, and 3.8% ship a skill that pre-approves your shell
arXiv
Stack layer / Contrast
A capability-scoped harness cut prompt-injection execution from 33-47/75 runs to 3/75 without asking the model to spot malicious text
arXiv 2609.08371
Stack layer / Contrast
Frontier models now learn arbitrary ciphers from prompting alone, and encrypted harmful content slips past commercial classifiers as gibberish
arXiv 2609.09553
Stack layer / Update thread
SkillAdam Borrows Adam's Two Moments to Stop Agent Skill Files From Thrashing
arXiv 2609.08944
Stack layer / Update thread
Gander Splits a Full-Duplex Omni Agent Into a Realtime Cerebellum and a Reasoning Brain
arXiv 2609.08977