元收敛认知引擎 MCCE V12.1‑Light:审视·守护·调度三轨架构版
Authors/Creators
- 1. Independent Researcher, Meta-Convergence Cognitive Engine (MCCE) Project
Description
元收敛认知引擎 MCCE V12.1‑Light(审视·守护·调度三轨架构版)正式发布文档。
MCCE是一套工程可落地的人机协同公理审计与公理发现元协议。V12版本实现五层命题客体防护套件与认知观察套件,V12.1新增模块6「范式元调度器」,在推演启动前完成范式组合量化推荐,新增流水线阶段0.8。
主要更新点:
1. 套件一新增模块6范式元调度器,包含范式池P_Pool管理、5维加权打分模型S_score、三级启用阈值、Top‑3范式组合输出;
2. 新增跨体禁令17,禁止系统自动覆盖H_V12人类选型权;
3. 补充J.27盲区L‑19范式历史效能偏见、O.8二阶问题V12‑S7权重依赖风险;
4. 附录R新增启发式参数R‑75/R‑76/R‑77;
5. 支持一键关闭模块6,降级回退V12精简版;完整兼容V12/V11/V10全部历史版本,可回退至V10.0‑GA‑Light。
本版本保持单人手机AI轻量化部署模式,全部复杂审计逻辑由AI后台承担,人类裁决者H_V12负责范式确认、风险审阅、终裁。
边界声明:范式元调度器输出仅为参考,不等于客观真理;本协议不解决“谁审计审计者”元递归问题。
English Description
Official release document for Meta‑Convergence Cognitive Engine MCCE V12.1‑Light (Three‑Track Architecture: Examination, Safeguard, Scheduling).
MCCE is an engineering‑ready human‑AI meta‑protocol for axiom audit and axiom discovery. V12 delivers five‑layer proposition‑object protection suite and cognitive‑observation suite. V12.1 adds Module 6 Paradigm Meta‑Scheduler and inserts new pipeline Stage 0.8 before main inference.
Key updates:
1. Suite‑1 adds Module 6 Paradigm Meta‑Scheduler: includes paradigm pool(P_Pool) management, five‑dimension weighted scoring model S_score , three‑level activation thresholds and Top‑3 paradigm‑combination output.
2. New cross‑body Injunction 17 forbids automatic system override of H_V12 human selection authority.
3. Appendices extended: J.27 blind‑spot L‑19 for paradigm‑history bias; O.8 second‑order issue V12‑S7 for weight‑dependency risk.
4. Appendix R adds heuristic parameters R‑75 / R‑76 / R‑77.
5. Toggle‑off for Module 6 enables downgrade to V12‑Light; full backward‑compatibility with V12/V11/V10, fallback available to V10.0‑GA‑Light.
This release preserves single‑operator mobile‑AI lightweight deployment. Heavy audit computation runs in background; human adjudicator H_V12 performs paradigm confirmation, risk review and final adjudication.
Boundary statement: outputs from paradigm meta‑scheduler are advisory only and do not constitute objective truth. This protocol does not resolve the meta‑recursion question “who audits the auditors”.
【作者责任声明】
本《元收敛认知引擎(MCCE) V9.0》全套框架、五条核心公理、推演流程、参数、实验方案均由人类作者独立原创设计;手版AI仅承担计算推演、参数试算、文本排版与辅助工作,不参与底层理论创造、核心判定与辅助决策;全部推演、数据、结论经人工核验,作者对全文学术内容独立承担责任。
Abstract (Chinese)
元收敛认知引擎(MCCE)是面向复杂问题的人机协同公理发现与认知审计元方法论。V12.1‑Light 在V12的五层命题防护、认知观察模块基础上,新增范式元调度器独立模块,构建审视‑守护‑调度三轨架构。
本版本新增前置阶段0.8范式元调度流程:通过范式池管理、五维加权量化评估(异构度、适配度、历史效能、操作成本、伦理安全)自动输出Top‑3范式组合推荐;系统仅输出参考建议,范式最终选型权完整保留给人类裁决者H_V12。
整套架构延续手机轻量化部署特性,后台承载全部审计推演复杂度,人类仅需审阅关键风险点、确认范式选型、执行最终裁决。文档同时定义新增闸门禁令、盲区记录、二阶问题、全套JSON输出规约与实证实验基线;明确系统边界:范式调度推荐不等于真理,不解决“谁审计审计者”元递归问题,在工程可行位置终止递归。本协议可完整降级回退至V10.0‑GA‑Light版本。
English Abstract
The Meta‑Convergence Cognitive Engine (MCCE) is a human‑AI collaborative meta‑methodology for axiom discovery and cognitive audit targeting complex problems. Based on V12’s five‑layer proposition protection and cognitive observation modules, V12.1‑Light adds an independent paradigm meta‑scheduler module, establishing the three‑track architecture of examination, safeguard and scheduling.
This release introduces a new pre‑processing Stage 0.8 for paradigm meta‑scheduling. It automatically outputs Top‑3 paradigm‑combination recommendations via paradigm‑pool management and five‑dimensional weighted quantitative evaluation (heterogeneity, fitness, historical performance, operational cost, ethical safety). The system only provides advisory suggestions; the final paradigm‑selection authority remains fully with human adjudicator H_V12.
The architecture retains lightweight mobile‑first deployment. All heavy‑weight audit‑inference complexity is handled in the background. Human operators only review key risk points, confirm paradigm selections and deliver final judgements. This document defines new gate‑injunctions, blind‑spot records, second‑order issues, full JSON output specifications and empirical‑experiment baselines. Clear boundaries are stated: paradigm‑scheduler recommendations do not equal truth. The protocol does not resolve the meta‑recursion problem “who audits the auditors”, and recursion terminates at an engineering‑feasible position. Full downgrade fallback to MCCE V10.0‑GA‑Light is supported.
Files
元收敛认知引擎 MCCE V12.1-Light(审视・守护・调度三轨架构版).pdf
Additional details
Additional titles
- Alternative title (Chinese)
- Meta‑Convergence Cognitive Engine MCCE V12.1‑Light: The Three‑Track Architecture of Examination, Safeguard and Scheduling
References
- [1] 赵忠栋. 一元基底・正负双层一元论的哲学大一统体系[PP/OL].Zenodo,(2026-07-26)[2026-08-03].https://doi.org/10.5281/zenodo.21268493.
- [2] 赵忠栋. 一元自反动力学 (URD) 四卷完整体系:自反元语——纯无自反本体论的形式化推演元语言[PP/OL].Zenodo,(2026-07-26)[2026-08-03].https://doi.org/10.5281/zenodo.21377228.
- [3] 赵忠栋. 卷8|认知动力学推演框架:基于TNCS三元嵌套系统的自反智能体形式推演理论[PP/OL].Zenodo,(2026-07-26)[2026-08-03].https://doi.org/10.5281/zenodo.21500214.
- [4] 赵忠栋. 裂隙即完整:负动力学的范式重构与存在论奠基[PP/OL]. Zenodo(2026-08-07)[2026-08-07]. https://doi.org/10.5281/zenodo.21836701.
- [5] 赵忠栋. 问题即答案:元收敛‑自迭代三位一体通用元方法论[Working paper]. Zenodo, V4.1.1, 2026. https://doi.org/10.5281/zenodo.21851190.
- [6] 钱学森,于景元,戴汝为. 一个科学新领域——开放的复杂巨系统及其方法论[J]. 自然杂志,1990,13(01):3-10.
- [7] 苗东升. 系统科学精要[M]. 4版. 北京: 中国人民大学出版社,2019.
- [8] 钟义信. 信息科学原理[M]. 5版. 北京: 北京邮电大学出版社,2013.
- [9] 福瑞斯特 J W. 工业动力学[M]. 胡玉奎, 译. 北京: 科学出版社,1985.
- [10] 霍兰 J H. 隐秩序:适应性造就复杂性[M]. 周晓牧, 韩晖, 译. 上海: 上海科技教育出版社,2000.
- [11] 波普尔 K R. 科学发现的逻辑[M]. 查汝强, 邱仁宗, 译. 北京: 科学出版社,1986.
- [12] 拉卡托斯 I. 科学研究纲领方法论[M]. 兰征, 译. 上海: 上海译文出版社,1986.
- [13] 库恩 T S. 科学革命的结构[M]. 金吾伦, 胡新和, 译. 北京: 北京大学出版社,2012.
- [14] 霍耐格尔 E, 伍兹 D D. 联合认知系统:认知系统工程基础[M]. 北京: 科学出版社,2010.
- [15] 吴晓军, 雒兴刚. 系统动力学理论、方法与应用[M]. 北京: 清华大学出版社,2021.
- [16] 刘伟. 人机混合智能:新一代智能系统的发展趋势[J]. 上海师范大学学报(哲学社会科学版),2023,52(01):71-80.
- [17] LICKLIDER J C R. Man-computer symbiosis[J]. IRE Transactions on Human Factors in Electronics,1960,HFE-1(1):4-11.
- [18] HOLLNAGEL E, WOODS D D. Joint cognitive systems: Foundations of cognitive systems engineering[M]. Boca Raton: CRC Press, 2006.
- [19] HOLLNAGEL E, WOODS D D, LEVESON N. Resilience engineering: Concepts and precepts[M]. Boca Raton: CRC Press,2006.
- [20] AKATA Z, BALLIET D, DE RIJKE M, et al. A research agenda for hybrid intelligence: augmenting human intellect with collaborative, adaptive, responsible, and explainable artificial intelligence[J]. Computer,2020,53(8):18-28.
- 赵忠栋. 负动力学的第一原理:从纯无出发的同一‑他异共属之先验发生学[WR/OL]. (2026‑08‑14). Zenodo, 2026. https://doi.org/10.5281/zenodo.21933133.