A11‑Lite Guide — Universal Reasoning Architecture (Short Version)
Abstract
A11‑Lite Guide provides a concise introduction to Algorithm 11 — a universal architecture for structured reasoning, decision‑making, and hybrid human–AI collaboration. This short version presents the core idea, the 11‑step structure, the quick template, the AI mini‑prompt, and a practical example. The full A11‑PRO Guide will expand the architecture with detailed geometry, fractal structure, operational patterns, and advanced reasoning templates. The A11‑Lite Guide complements the full structural specification of Algorithm 11 published separately as the official core framework.
Fields of Study & Subjects
Artificial Intelligence Applications
Cognitive Computing and Networks
Psychiatry
Mental Health
Neuroscience
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 February 2026