\begin{thebibliography}{14}
\providecommand{\natexlab}[1]{#1}
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  \providecommand{\doi}[1]{doi: #1}\else
  \providecommand{\doi}{doi: \begingroup \urlstyle{rm}\Url}\fi

\bibitem[Alenezi(2026)]{alenezi2026}
Mamdouh Alenezi.
\newblock From prompt-response to goal-directed systems: The evolution of
  agentic {AI} software architecture, 2026.

\bibitem[Bansal et~al.(2019)Bansal, Nushi, Kamar, Lasecki, Weld, and
  Horvitz]{bansal2019}
Gagan Bansal, Besmira Nushi, Ece Kamar, Walter~S. Lasecki, Daniel~S. Weld, and
  Eric Horvitz.
\newblock Beyond accuracy: The role of mental models in human-{AI} team
  performance.
\newblock In \emph{Proceedings of the AAAI Conference on Human Computation and
  Crowdsourcing}, volume~7, pages 2--11, 2019.
\newblock \doi{10.1609/hcomp.v7i1.5285}.

\bibitem[Beebe(2026)]{agentos2026}
Jeremy Blaine~Thompson Beebe.
\newblock Agentos: An open implementation of the bx3 framework for ai workforce
  orchestration.
\newblock GitHub repository, 2026.
\newblock URL \url{https://github.com/bxthre3inc/agentos}.
\newblock Open-source reference implementation, 16 tests passing.

\bibitem[Dijkstra(1982)]{dijkstra1982}
Edsger~W. Dijkstra.
\newblock On the role of scientific thought.
\newblock In \emph{Selected Writings on Computing: A Personal Perspective},
  pages 60--66. Springer-Verlag, New York, 1982.

\bibitem[{ISO/IEC}(2023)]{iso2023}
{ISO/IEC}.
\newblock {ISO/IEC} 42001:2023 --- information technology --- artificial
  intelligence --- management system.
\newblock Technical report, International Organization for Standardization,
  Geneva, 2023.

\bibitem[Kahneman(2011)]{kahneman2011}
Daniel Kahneman.
\newblock \emph{Thinking, Fast and Slow}.
\newblock Farrar, Straus and Giroux, New York, 2011.

\bibitem[Kim et~al.(2025)Kim, Jeong, et~al.]{kim2025}
Yubin Kim, Hyewon Jeong, et~al.
\newblock Tiered agentic oversight: A hierarchical multi-agent system for
  healthcare safety, 2025.

\bibitem[Koch(2026)]{koch2026}
Christoph Koch.
\newblock From governance norms to enforceable controls: A layered translation
  method for runtime guardrails in agentic {AI}, 2026.

\bibitem[{National Institute of Standards and Technology}(2023)]{nist2023}
{National Institute of Standards and Technology}.
\newblock Artificial intelligence risk management framework ({AI RMF 1.0}).
\newblock Technical Report NIST AI 100-1, U.S. Department of Commerce,
  Gaithersburg, MD, 2023.

\bibitem[Rashie and Rashi(2026)]{rashie2026}
Darren Rashie and Vikram Rashi.
\newblock Type-checked compliance: Deterministic guardrails for agentic
  financial systems using {Lean} 4 theorem proving, 2026.

\bibitem[Sabah et~al.(2026)Sabah, Chen, Park, Rahman, Nguyen, Volkov, Wang,
  Kowalski, Liu, Singh, Nakamura, Torres, Kim, Zhao, Patel, Okonkwo, Fischer,
  Nielsen, Holm, Delong, Svensson, Yamamoto, Osei, Dubois, Ivanova, Santos,
  Volkov, and Chen]{sabah2026}
Nour Sabah, Lisa Chen, Jin Park, Aisha Rahman, Thanh Nguyen, Denis Volkov,
  Shirley Wang, Gabriele Kowalski, Simon Liu, Arjun Singh, Riya Nakamura, Marco
  Torres, Hyeon Kim, Emily Zhao, Dev Patel, Chidi Okonkwo, Lutz Fischer, Asta
  Nielsen, Pelle Holm, Evgeny Delong, Håkan Svensson, Kenzo Yamamoto, Kofi
  Osei, François Dubois, Mia Ivanova, Ana Santos, Igor Volkov, and Wei Chen.
\newblock Layered functional abstractions in global {AI} governance: A
  cross-jurisdictional survey, 2026.

\bibitem[Trist(1981)]{trist1981}
Eric Trist.
\newblock The evolution of socio-technical systems.
\newblock Occasional paper, Ontario Quality of Working Life Centre, Toronto,
  1981.

\bibitem[Wiener(1948)]{wiener1948}
Norbert Wiener.
\newblock \emph{Cybernetics: Or Control and Communication in the Animal and the
  Machine}.
\newblock MIT Press, Cambridge, MA, 1948.

\bibitem[Xu and Gao(2024)]{xu2024}
Wei Xu and Yue Gao.
\newblock An intelligent sociotechnical systems ({iSTS}) framework: Enabling a
  hierarchical human-centered {AI} ({hHCAI}) approach.
\newblock \emph{IEEE Transactions on Human-Machine Systems}, 2024.
\newblock arXiv:2401.03223.

\end{thebibliography}