AIGEA‑GlassBox‑Evidence‑Argument
AIGEA（人工智能玻璃盒证据论证）是一种经专利认证的透明问答推理框架，旨在解决传统大模型存在的黑箱生成、输出无法评估、隐藏缺陷以及单次闭环推理等问题。与传统的黑箱人工智能不同，AIGEA实现了全链路开放论证、主动自评估、显式缺失维度标注以及开‑关双向可控迭代，使AI回答具备可信性、可追溯性、可评估性和可迭代性。
- Glass‑box evidence argument QA system based on patent 2026109523407, featuring credible source verification, self‑evaluation rating and continuous controllable Off‑On iteration.
📌 Introduction
- AIGEA (Artificial Intelligence Glass‑box Evidence Argument) is a patent‑verified transparent QA reasoning framework designed to address black‑box generation, unevaluated outputs, latent reasoning defects, and the one‑off closed‑loop limitations of traditional large language models.
- Unlike conventional black‑box AI systems, AIGEA implements full‑link open‑box argumentation, active self‑evaluation, explicit missing‑dimension marking, and Off‑On bidirectional controllable iteration, enabling AI responses to be fully credible, traceable, evaluable, and continuously iterable.
📄 Patent‑pending
- Patent No.: 2026109523407
- Patent Name: A Credible Source Verified AIGEA Continuous Self‑Evaluation Q&A Argument Method and System
- Applicant: Beijing Youdi Technology Co., Ltd.
- Inventor: Wei Pengchen
- Filing Date: 2026‑06‑29
✨ Core Technical Features
- Credible Source Verification — Supports official knowledge bases, authoritative academic resources, official media releases, and copyright‑certified original creator achievements to fill the trust verification gap of original works.
- Glass‑box Evidence Argument — Multi‑mode optional reasoning, static comparison & dynamic evolution, abandoning rigid single‑mode output of traditional models.
- Self‑Evaluation Rating — Active rigorousness grading, explicit missing‑dimension and missing‑evidence marking, no hidden reasoning defects.
- Off‑On Controllable Iteration — Realize suspendable, resumable, reversible and continuable reasoning; support phased conclusion output and user supplementary‑evidence iteration.
- Security Safety Mechanism — Retain mandatory interception for high‑risk & illegal content; release transparent open‑box iteration for normal truth‑seeking scenarios.
- Black‑box Model Compatibility — External open‑box channel architecture, compatible with mainstream large model ecosystems.
🧩 System Technical Process (S1–S6 Standard Pipeline)
- S1 Greedy decoding & intention anchoring precise output
- S2 Three‑dimensional structured feature annotation
- S3 Knowledge graph logical traceability & full‑domain credible information collection
- S4 AI intelligent recommendation + user multi‑mode optional open‑box argument
- S5 Self‑evaluation rigorousness grading & missing‑dimension explicit marking
- S6 Off‑On bidirectional controllable continuous iterative reasoning
🌲 Application Scenarios
High‑trust scenarios such as policy interpretation, legal reasoning, academic verification, tracing public figures, original rights confirmation, financial audits, medical analysis, and the integration of digital and real‑world environments.
📝 Open Source Statement
- This repository provides the complete framework logic and reference implementations for academic research and open industry reference.
- Under the open‑source license below, the code is freely available for public innovation, academic research, and commercial applications, and we encourage participation from the entire ecosystem in adoption and contribution.
- Users are permitted to independently develop commercial code based on the patent disclosure document, without reliance on a single official source‑code distribution channel.
- The code is licensed under the Apache 2.0 License; the patent specification, claims, and accompanying theoretical documents are licensed under the CC BY‑NC‑ND 4.0 License. For details, please see the LICENSE file.
📝 Defensive Disclosure and Prior Art Statement
This repository and the complete patent technical documents constitute a defensive public disclosure of the full AIGEA technical architecture.
All technical solutions recorded in the patent specification, claims, and open‑source framework logic are hereby made publicly available as prior art to the entire industry.
The legal effect of this defensive disclosure is as follows:
- All disclosed technical solutions lose novelty for patent‑filing purposes. No third party may apply for or obtain invention patents covering identical or substantially equivalent technical architectures, pipelines, or mechanisms of AIGEA.
- The author does not claim any exclusive patent rights over the disclosed general technical framework. Any enterprise, research institution, or individual developer is entitled to independently implement, deploy, iterate, and commercialize the disclosed technical solutions without additional patent‑licensing authorization.
Distinct intellectual‑property protection boundaries remain clearly defined:
- The full text of patent specifications, claims, and supporting theoretical systems is permanently protected under the CC BY‑NC‑ND 4.0 License, independent of the prior‑art status of the technical solutions. Without explicit written authorization, any act including text modification, derivative rewriting, commercial reproduction, and commercial use as training data for large‑language models is prohibited.
- All source‑code implementation rights shall comply solely with the terms of the Apache 2.0 License.
🚫 Infringement Filing Prohibition
No individual or organization may, without the explicit written authorization of the inventor, independently apply for science and technology projects funded by governments at all levels including national and provincial/ministerial levels based on the theoretical system or patented technology of AIGEA. Any such unauthorized application shall be deemed plagiarism and an act of infringement of intellectual property rights.
🤝 Ecosystem Cooperation
Actively promote the co-construction of a long-term, benign, circular development ecosystem with mainstream domestic and international AI infrastructure providers including Huawei, ByteDance, DeepSeek, Alibaba, Baidu, Tencent, OpenAI, Gemini, and other industry players, and are committed to building a transparent, trustworthy, controllable, and inclusive global AI underlying paradigm.
禁止侵权申报
任何个人或组织未经发明人明确书面授权，不得基于AIGEA的理论体系或专利技术，独立申请各级政府（包括国家及省部级）资助的科技项目。任何此类未经授权的申请均视为剽窃行为，并构成对知识产权的侵犯。
- Author: Pengchen Wei
- Email: wpc616@aliyun.com
- Release Date: 2026‑06‑30
- Release Record: Open‑source release recorded via OBS, featuring embedded CCTV TV signal and my on‑screen appearance. —— Wei Pengchen