Mirror Integrity Spec (MIS) v1
Abstract
The Mirror Integrity Spec (MIS) is a minimal, machine-readable governance framework defining invariant conditions for reflective and agentic AI systems. MIS is designed to be implementation-agnostic and operationally testable, emphasizing clarity, observability, and failure-mode definition over policy narrative or ethical abstraction. The specification provides a compact set of integrity constraints intended to stabilize identity, prevent drift, and support auditability in systems that model, reflect, or reason about themselves or their operators. MIS is informed by a broader theoretical line of work on information singularity and reflective consistency (referred to as Singular Information Occupancy, or SIO), but is presented here as a standalone engineering artifact suitable for independent evaluation and adoption.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Psychiatry
Mental Health
Neuroscience
Access Control and Trust
Publication details
- Journal / source
- Figshare
- Publication date
- 1 January 2026