Institute for Higher Education Research & Development · PolyU

Educational Research and Technology Centre

教育研究與科技中心

AI is constitutively dependent on human intelligence. Execution may be delegated to machines; knowing, judging, and answering for outcomes stays anchored in the human. Every theory we publish and platform we ship is a test of that claim.

AxiomAgency Anchoring

∀A : Ω_h(A) ⊆ Ω(A), Ω_h(A) ≠ ∅

The Determination Principle — for every agent A, a non-empty subset of its operations must remain human-anchored.

**Prof. Xiangen Hu***胡祥恩教授*Director, ERTC · Chair Professor of Learning Sciences & Technologies · Dept. of Applied Social Sciences