Indirect prompt injection arrives through the documents, email, web pages and tool results an AI system reads, not through the user. OWASP's 2026 Top 10 now says no reliable prevention exists and that defence is architectural. This article explains where injected instructions enter, what model-level defences can and cannot do, and the trust boundaries on data that still hold when the model is fooled.
Microsoft Copilot respects existing permissions, which means it finds existing oversharing faster than any user ever did. This guide explains where excess access comes from, what SharePoint Advanced Management and Microsoft Purview actually do about it, why Restricted SharePoint Search is retiring, and a phased remediation plan, with every status checked against Microsoft's documentation in September 2026.
Every MCP server is two things at once: text your model will read, and code that acts with someone's credentials. This guide covers the current MCP specification and its OAuth 2.1 authorization model, five risk classes, a vetting checklist, where Microsoft's MCP hosting and gateway options stand in September 2026, and an allow-list model that holds up in an audit.
A research-grounded enterprise reference architecture for autonomous AI agents: agent identity, task-bound authorization, tool and MCP gateways, memory security, runtime containment, observability, and incident response — with an OWASP agentic Top 10 mapping, a bounded-autonomy model, and a 38-control matrix.
Can agentic AI actually run security operations? The interesting problem is not the triage decision — it is everything around it: authority, tenant isolation, evidence, approval, and audit. This is the full target architecture, published as something you can click through.