Policy dependency / Stack layer
Reason Less, Verify More: Deterministic Gates Catch a Silent Policy-Violation Failure in Tool-Using Agents
arXiv
Policy dependency / Stack layer
Pattern: A Provider-Abstraction / BYOK Layer Is Hardening Beneath Agent Harnesses
GitHub
Stack layer / Threat pattern
Mira Murati's Thinking Machines Makes the Technical Case for User-Owned Model Weights
MarkTechPost
Policy dependency / Stack layer
Strict data-flow tracking is the only defense that zeroes out ADI — spend its utility cost only on code execution and money
arXiv 2607.05120
Policy dependency / Stack layer
ESMA to Review Operational Resilience and Governance of Crypto Custodians
Finextra
Policy dependency / Stack layer
HalluSquatting weaponizes LLM hallucinations to push botnet malware into agents
The Hacker News
Stack layer / Threat pattern
Mitigating Taint-Style MCP Server Vulnerabilities Without Touching Server Code (SPELLSMITH)
arXiv
Stack layer / Threat pattern
MCP Spec Final Lock Set for July 28; A2A Protocol Crosses 150 Adopting Organizations
Microsoft Agent Framework Blog