Independent research programme
Machine Bylaws
Agentic AI Control Framework
Wider research remains under development · No external funding secured · Not independently validated, institutionally tested, or operationally deployed
Overview
Governing artificial systems as they become increasingly capable of consequential action.
Machine Bylaws is an independent research programme concerning the governance of artificial-intelligence systems capable of acting with increasing autonomy. As AI moves beyond producing information to initiating actions, coordinating activities, and affecting institutional or public outcomes, foundational questions arise about authority, accountability, oversight, and control.
The programme examines the governance discontinuity that arises when artificial systems can participate in consequential activity without equivalent development in the structures through which authority is conferred, conduct is constrained, and accountability is maintained.
Why the project exists
Autonomous activity complicates established assumptions about institutional responsibility.
Traditional governance ordinarily assumes that a person or identifiable institution authorises, supervises, and answers for consequential activity. Systems with greater operational independence may not fit comfortably within arrangements designed for conventional software or continuously supervised tools.
The distinction between an assistive instrument and an artificial system participating in institutional operations raises broad questions about delegated authority, meaningful oversight, accountability, institutional responsibility, and protection against unintended or unauthorised consequences.
First public research publication
PUB-0001 · Zenodo · 2026
Delegated Authority Without Accountability
The Governance Discontinuity Created by Agentic AI
This foundational paper examines the accountability and governance discontinuity that emerges as artificial-intelligence systems move beyond assisting human decision-makers and acquire increasingly autonomous and consequential capabilities.
Current public position
Formal dissemination has begun. The wider programme remains under development.
The programme has entered the public record through its first foundational research publication. Further conceptual and research development remains ongoing.
Except to the extent disclosed in the published paper, the programme's detailed research, proposed architecture, methods, and associated internal materials remain unpublished.
Grant applications and funding discussions continue, but no external funding has been secured. The wider programme has not been independently validated, institutionally tested, operationally deployed, or organisationally adopted. Publication must not be interpreted as completion or validation of the wider work.
Engagement
Serious dialogue is welcome while the programme remains under development.
Appropriate engagement may include academic and research dialogue, critical or expert review, publisher or journal discussion, institutional collaboration, standards or policy dialogue, invitations to present or discuss the published research, and grant or programme-funding discussion. This is not an invitation to implement or adopt a completed governance system.
Relationship to Causal Architectonics
Authority and responsibility are part of the architecture from which consequential outcomes emerge.
Machine Bylaws belongs within Causal Architectonics because it examines how underlying structures of authority, governance, and institutional responsibility shape consequential outcomes. Its focus is consistent with the broader inquiry into the structural conditions through which complex systems operate and produce effects.