Research
The TILOS Reference Architecture and five foundational frameworks for governance architecture, values-centred systems, and human-centred technology integration. All works are publicly available, DOI-registered, and citable.
Reference architecture
The published specification for TILOS, an open-source values optimization engine for governance. It defines how declared commitments and observable behaviour become evaluable states, how the Integrity Delta between them is computed, and how a closed feedback loop informs governance responses.
White paper · Part I
Introduces the Weighted Systems Values Architecture: a structural method for understanding how values behave inside human and artificial systems as dynamic forces rather than fixed ideals.
White paper · Part II
Examines how values behave over time within complex systems: how they shift, compete, and carry influence as conditions change, pressure accumulates, and feedback weakens.
White paper · Part III
Introduces the Values Architecture Governance System: a governance layer designed to preserve coherence in complex systems shaped by values, including human institutions and human–machine ecosystems.
White paper
A structured evaluative framework for assessing whether institutional and technological systems strengthen or diminish human capacity across five dimensions: agency, transparency, integrity of intent, values alignment, and affective coherence.
White paper
A behavioural systems architecture for understanding and stabilizing technology adoption within complex organisations, identifying five interacting variables that determine whether integration converges toward equilibrium or regresses into instability.