AgentsEnterprise AI Agent Security 80 Percent Report Risky BehaviorsHelp Net Security·high signalAIUC-1 Consortium: 80% enterprises observe risky agent behaviors, only 21% have complete visibility into agent permissions. 1,200 unofficial AI apps average.SourceSource pageHelp Net Security↳ Follow the threadStack layer / Threat patternMalicious agent skills evade every scanner: HKUST's SkillCloak beats detectors 90%+ of the time, SkillDetonate catches 97%Help Net SecurityPolicy dependency / Stack layerStrict data-flow tracking is the only defense that zeroes out ADI — spend its utility cost only on code execution and moneyarXiv 2607.05120Stack layer / Threat patternSnyk's Evo Agentic Development Security Hit GA June 29 — an Enforcement Layer That Polices MCP Servers and Coding Agents at RuntimeSiliconANGLEStack layer / Threat patternFrom Prompts to Contracts: Moving Deterministic Agent Behavior Out of Prompts and Into CodearXivPolicy dependency / Threat patternMicrosoft's Carbon Emissions Rose 25% Last Year as AI Buildout Outpaces Climate GoalsThe VergeStack layer / Threat patternAWS open-sources Loom, an enterprise agent platform built on Strands Agents + Bedrock AgentCore RuntimeAWS Open Source BlogStack layer / Threat patternOpenAI's GPT-5.6 Sol, Terra, and Luna Land in GitHub Copilot the Day of Public RolloutGitHub ChangelogStack layer / Threat patternReport: 66% of Banks Remain Stuck at the AI Pilot StageFinextra