From model trust to software topology: a Perspective on structurally governed agentic AI systems
This Perspective argues that agentic AI safety should move beyond exclusive reliance on model trust, alignment, or prompt-level defenses and should be treated as a software-architecture problem and developed a five-plane reference topology comprising intent, orchestration, execution, oversight, and adaptation.