This paper formalizes agentic retrieval-generation loops as finite-horizon partially observable Markov decision processes, explicitly modeling their control policies and state transitions, and develops a comprehensive taxonomy and modular architectural decomposition that categorizes systems by their planning mechanisms...
Autonomous agentic AI systems introduce pipeline-specific risks—including prompt injection, privilege escalation, hallucinated reasoning, and audit evasion—that exceed the governance capabilities of current orchestration frameworks. We introduce HITL-AP (Human-in-the-Loop Agentic Pipeline), a seven-layer reference arch...
The Model Context Protocol (MCP) is rapidly becoming the standard interface for enterprise agentic AI tool integration, enabling agents to dynamically discover, register, and invoke external tools and data resources. However, MCP-connected deployments introduce a distinct protocol-level attack surface—including tool sp...
Saroj Mishra· Coins· 2 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.
