Policy dependency / Stack layer
Cynative Ships an Open-Source Deep-Research Security Agent With Default-Deny Write Permissions
IT Security News
Policy dependency / Stack layer
NetInjectBench: Naive Network-Ops Agents Take Unsafe Actions 82.5% of the Time Under Prompt Injection
arXiv
Stack layer / Threat pattern
MCPZoo Study: Scanners Call 96.89% of MCP Servers 'Risky' — But Under Half of Those Alerts Are Real
arXiv
Stack layer / Threat pattern
Treat per-subagent tool grants as a blast-radius boundary: read-only+web for researchers, Edit+Bash-no-network for writers
Totalum
Stack layer / Contrast
BackendForge: Best Coding Agent (GPT-5.5) Deploys Correct Backends Only 28.6% of the Time Under a Strict Oracle
arXiv
Policy dependency / Stack layer
Zhipu/Z.ai Founder Tang Jie's Internal Memo 'The Giant Wave Has Arrived': Frontier AI Must Stay Open — a Direct Rebuke of China's Rumored Curbs
Bloomberg
Stack layer / Update thread
JetBrains Ships an Open Kotlin Benchmark: Claude Code (Opus 4.7 xhigh) Leads at 85.7% on 105 Repo Tasks
JetBrains Blog
Stack layer / Contrast
DevRev launches Enterprise-Bench, an open benchmark for agents in messy enterprise conditions
ITBrief