Stack layer / Contrast
Writer Ships Palmyra X6 Post-Trained on Z.ai's GLM-5.2 and Claims a 52% Cheaper Agent — the Harness, Not the Model, Is the Cost Lever
TechCrunch (corroborated by VentureBeat)
Stack layer / Threat pattern
CROSS-CATEGORY: Agent Governance Became a Product Category in Ten Days — Drata Ships Enforcement, Anthropic Publishes the Threat Model
Multiple Sources (Drata newsroom Aug 4; Anthropic Frontier Red Team via TechCrunch Aug 13)
Stack layer / Threat pattern
SRE-Bench: 5,000 expert hours to build the first contamination-free reverse-engineering benchmark, and frontier agents solve only 31.5% of it
arXiv
Policy dependency / Stack layer
59.4% of Telegram Mini Apps Contact Undisclosed Third Parties and None Offer Opt-Out
arXiv 2608.13390
Policy dependency / Stack layer
Build Integration, Not Fuzzing, Is What Kills LLM Dynamic Analysis on Real Autonomous-Vehicle Stacks
arXiv 2608.13450
Policy dependency / Stack layer
Export Controls Turn Frontier Model Access Into a Cyber-Defence Dependency for Middle Powers
arXiv 2608.13272
Stack layer / Contrast
A $2M, 110-minute AI feature shipped with all its prompts public — and The Verge says the human parts carried it
The Verge
Stack layer / Contrast
Fireship Tears Down Flock Safety's Edge-ML Surveillance Stack — and DeFlock, the Open-Source Map Now Tracking Tens of Thousands of Its Cameras
Fireship (YouTube)