Authority
Evidence and recommendation must not silently become permission, control, or effect.
Selected programme · AI safety & agentic governance
An institutional route through Tony T. Nguyen’s independent work on machine capability, human authority, persistent agency, compassionate constraint, and intervention that must arrive in time.
The governing problem is not whether a system can reason. It is whether reasoning can become consequence without manufacturing its own permission.
© 2026 Tony T. Nguyen | Nguyễn Từ Vĩnh Trường · Highland Reflexive Press
All rights reserved. No implied license. Full rights notice ↗The research programme
The programme asks how human authority can remain attributable, current, and effective when learning systems can plan across time, invoke tools, preserve state, delegate action, and alter the conditions under which later decisions are made.
Evidence and recommendation must not silently become permission, control, or effect.
Authority-relevant conditions must survive delegation, memory, routing, and self-modification.
An artificial agent’s identity cannot be reduced to one frozen model state when effects extend through time.
Oversight that arrives after irreversible action is formally present and operationally absent.
Selected records
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Authorship & AI
Tony T. Nguyen originated the programme direction, governing questions, conceptual framing, disclosure boundaries, and final decisions. Generative AI materially assisted research, analytical development, drafting, calculation checks, comparison, and editorial preparation.
The work is not offered as independently validated merely because it is fluent, designed, or complete. Claims remain the author’s responsibility; limitations and review status remain attached to the record.
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