Policy dependency / Stack layer
Hierarchical Ransomware Agents Escalate to Dynamic and Memory Analysis Only on Specialist Disagreement
arXiv 2609.04820
Stack layer / Threat pattern
SBOM Tools Cover Only the First Two of Four Supply-Chain Propagation Stages
arXiv 2609.05380
Stack layer / Threat pattern
Codex users are getting 'Cyber Abuse' warnings from OpenAI for security-reviewing their own code, with appeals rejected then reversed
r/OpenAI (79 upvotes, 58 comments)
Stack layer / Update thread
The Agentic SDLC Throughput Paradox: Coding Gains Attenuate Sharply Between Writing Code and Shipping It
arXiv 2609.04681
Stack layer / Contrast
TNW finds the contradiction inside OpenAI's own data: a 59.2% GPU cut to Astra-class training moved compute rather than removing it
The Next Web
Stack layer / Contrast
τ^τ-bench Makes Agent Construction the Task: Claude Opus 5 Under Claude Code Passes 23.9% Against an 82.2% Expert Ceiling
arXiv 2609.04611
Stack layer / Contrast
Synthesizing tool-call training data by executing the tools first lets a 9B model nearly match a 27B one
arXiv 2609.05395
Stack layer / Update thread
OpenAI Agents SDK 0.22.1 adds server-wide guardrails on MCP tools and configurable Unix-local sandbox isolation
GitHub