fig4

Architecture-level reliability in LLM-based agentic AI

Figure 4. Runtime enforcement in (A) AgentSpec[29] and (B) SAFEFLOW[34]. Protection depends on exposed state and rule coverage; recovery is limited to supported operations. SF: SafeFlow level.

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