https://wisdomtwin.ai/research WisdomTwin gives regulated enterprises AI-native decision speed through governed AI Judgment Twins. Open-access working papers from WisdomTwin Research on judgment latency and governed, role-specific AI decision support. Working papers are preprints and are not peer reviewed. en Fri, 25 Sep 2026 00:00:00 GMT https://wisdomtwin.ai/research/sovereign-judgment-twins https://wisdomtwin.ai/research/sovereign-judgment-twins Fri, 25 Sep 2026 00:00:00 GMT Roman Bodnarchuk Technical whitepaper describing a proposed, implementation-neutral reference architecture for governed enterprise decision support, with a minimum decision-record schema, a sample risk-exception walkthrough and a comparative evaluation design. Not peer reviewed. Product outcomes require empirical validation. No DOI assigned. Canonical record: https://wisdomtwin-research-library.wisdomtwin-ai.chatgpt.site/papers/sovereign-judgment-twins/ License: CC BY 4.0. https://wisdomtwin.ai/research/wt-100-001 https://wisdomtwin.ai/research/wt-100-001 Thu, 03 Sep 2026 00:00:00 GMT Roman Bodnarchuk Conceptual working paper and preprint; not peer reviewed. Defines judgment latency as the elapsed time between decision readiness and attention by the person or forum whose judgment is required, proposes the AI Judgment Twin as a role-specific, evidence-grounded decision-support architecture, and states six falsifiable propositions with a staged empirical evaluation protocol. Proposed outcomes require empirical validation. License: CC BY 4.0.