{"data":{"id":"b7df581c-bacb-4fe9-a541-23bf1381cc51","title":"Building the enterprise environment for agentic AI","summary":"Agentic AI (AI agents that automate business tasks across workflows and systems) is fundamentally a systems problem for enterprises, not just a language model inference challenge. Intel's research identified that successful enterprise deployment requires proper CPU capacity, data access, governance, and infrastructure, and should be planned using agent density (agents per vCPU, or virtual CPU) rather than simple agent count to predict system performance and scalability.","solution":"N/A -- no mitigation discussed in source.","labels":["industry"],"sourceUrl":"https://www.technologyreview.com/2026/07/27/1140668/building-the-enterprise-environment-for-agentic-ai/","publishedAt":"2026-07-27T11:32:58.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["Intel","LLM"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-07-27T11:32:58.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"inference","llmSpecific":true,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}