Research

Testing consent as a measurable stability property.

Consentful Cybernetics begins from a strong claim: systems become more stable, adaptive, and humane when consent is treated not as a decorative ethical layer, but as infrastructure for regulating interaction.

The research program tests this claim across multiple substrates using preregistered methods, umbrella review, synthetic simulations, protocol instrumentation, and longitudinal system indicators.

Preregistered studies

Umbrella review

Consent as Stability Property

OSF: osf.io/faw97

This study asks whether consent-related constructs such as autonomy support, psychological safety, procedural justice, and reactance function as a first-class stability property in living systems.

The review treats consent as a latent construct expressed through volition, voice safety, legitimacy, and resistance to coercion, then evaluates whether existing meta-analytic evidence links those constructs to wellbeing, learning, cooperation, legitimacy, and adaptive outcomes.

Synthetic event-stream simulation

Explicit Consent as a Stability-Enhancing State Transition

OSF: osf.io/w2ucg

This study tests whether an explicit consent-gated transition reduces predictive uncertainty in dynamic systems.

Using synthetic event streams, the study compares consent-gated and non-gated conditions and measures whether a meaningful consent flag changes transition structure in a way that reduces entropy or surprisal relative to matched controls.

Multi-agent systems

Consent as a Cross-Substrate Invariant

OSF: osf.io/sd4pb

This study models consent as an admissibility constraint on loop closure events between agents.

It asks whether consent updates are costly because they require systems to re-key shared expectations, permissions, and access patterns, introducing measures such as influence radius and Revocation Cost Ratio.

Lead-lag system analysis

Waste as a Lagging Indicator of Consent Collapse

OSF: osf.io/hn8st

This study tests whether waste emerges downstream from unnoticed consent collapse.

It reframes waste as the delayed manifestation of suppressed or unacknowledged refusal, then proposes measuring whether consent-collapse indicators precede material, energetic, informational, coordination, or relational waste.

The research stance

The point is not to prove a slogan. The point is to make the claim falsifiable.

If consent is a stability property, then consent-related variables should predict adaptive outcomes, explicit consent transitions should alter system dynamics, revocation should create measurable re-key costs, and unnoticed consent collapse should leave waste behind.

If those patterns do not appear, the theory must change.