A ternary logic framework for institutional governance: addressing the enforcement gap in global economic systems
摘要
This paper addresses a foundational problem in the ethics of automated institutional governance: when decision-making is delegated to algorithmic systems operating at speeds beyond human supervision, how can accountability be preserved as a structural property rather than a retrospective aspiration? Contemporary regulatory frameworks rely on binary decision architectures that require forensic reconstruction of events after they occur. This dependence creates what the paper terms an enforcement gap, a condition in which the ethical and legal obligations of automated systems cannot be verified in real time because the infrastructure of those systems generates no permanent record of the reasoning that led to each outcome. The paper proposes that this problem can be addressed through the application of Ternary Logic (TL), a governance framework that introduces a third operational state alongside proceed and refuse. This third state, referred to as the Epistemic Hold or Sacred Zero, is triggered when available information does not justify action. Rather than forcing a binary outcome under conditions of uncertainty, the framework requires automated systems to pause, document the nature of the uncertainty, and escalate for resolution. The resulting architecture embeds accountability within the decision process itself, generating an immutable and independently verifiable record of institutional conduct. The paper argues that TL offers a conceptual model for rethinking algorithmic accountability in high-stakes institutional contexts. By treating uncertainty as a governable state rather than an obstacle to operation, TL shifts the ethical burden of automated systems from post-hoc compliance to pre-action justification. This reframing has implications for how regulators, legislators, and institutional designers approach the governance of automated financial systems, AI-driven decision tools, and other algorithmic infrastructures where speed, opacity, and scale combine to erode meaningful oversight.