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Evidence record 6302 · automatically gathered

Nidus: Externalized Reasoning for AI-Assisted Engineering

We present Nidus, a governance runtime that mechanizes the V-model for AI-assisted software delivery. In the self-hosting deployment, three LLM families (Claude, Gemini, Codex) delivered a 100,000-line system under proof obligations verified against the current obligation set on every commit. The system governed its own construction. Engineering invariants - traced requirements, justified architecture, evidenced deliveries - cannot be reliably maintained as learned behavior; assurance requires e

Record details

Published: 6 April 2026
Source: arXiv
Category: Research
Topics: Regulation
Retrieved: 14 July 2026

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How to cite this record

ethics.ai (6 April 2026), “Nidus: Externalized Reasoning for AI-Assisted Engineering,” evidence record 6302, https://ethics.ai/record/6302 (originally published by arXiv).

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