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#diffusion models Open access Oct 2026

Human Approval, Delegation and Accountability in Consequential Systems

EvidenceToEffect E2E-17 develops a semantic model for human approval, delegation, oversight, intervention, and accountability in consequential systems, including AI-agent contexts. The paper addresses a common analytical problem: “human in the loop” is often treated as a sufficient answer to autonomy risk even though t...

Ho Wa Ku · 0 citations
#diffusion models Open access Oct 2026

Human Approval, Delegation and Accountability in Consequential Systems

EvidenceToEffect E2E-17 develops a semantic model for human approval, delegation, oversight, intervention, and accountability in consequential systems, including AI-agent contexts. The paper addresses a common analytical problem: “human in the loop” is often treated as a sufficient answer to autonomy risk even though t...

Ho Wa Ku · 0 citations
#software testing Open access Sep 2026

Execution Governance for Physical AI

Execution Governance for Physical AI v1.1.0 presents a cumulative EG1–EG6 research profile for governing consequential physical effects produced by robots, autonomous machines, smart spaces, vehicles, drones, industrial automation, and other cyber-physical systems. Physical AI moves AI-mediated decisions across a bound...

Ho Wa Ku · 0 citations

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