A New Idea of Xindaobi (信导比) Based AI Governance Drawing on the International Uniform Standard of Gold Purity to Build a General Evaluation System for the Completeness of Commodity Information

Abstract This paper does not equate information with precious metals in any physical sense. Rather, it borrows the governance logic of gold purity, namely, “unified measurement standard, detectability, gradability, and cross‑domain interoperability”, to construct a general evaluation framework for the completeness and quality of commodity information. Globally, disorder in commodity information is expanding at a geometric rate: information is fragmented across countries, regions, and platforms; real content is difficult to distinguish from AI‑generated content; and data silos are compounded by algorithmic filter bubbles. Existing governance measures rely mainly on after‑the‑fact penalties and reactive patching. The fundamental cause lies in the absence, at source, of an underlying criterion for defining “the completeness and quality of the aggregate of commodity information.” Within the theoretical framework of Xindaobi (信导比), multi‑dimensional dynamic commodity information is reconceptualized as a form of informational substance whose physical form is dynamic and unfixed. Because commodity information qualifies as a substance, it can migrate and circulate as a whole across both online and offline channels, a claim corroborated by four industries: e‑commerce, real‑estate services, travel services, and offline food ordering. Accordingly, it can be subjected to completeness and purity testing just as physical substances can, furnishing a material basis for quantitative evaluation that AI can automate. Xindaobi (信导比) reconceives commodity information as an integral material whole with a three‑core atomic (三核原子) structure and an unfixed physical form. It thus functions, for the first time, as a metric system for commodity information, providing an objective, unified, and general underlying evaluation criterion for governing market‑information disorder. Transferable across countries, regions, and platforms, this underlying criterion can establish a unified paradigm for Xindaobi (信导比)‑enabled global AI information governance and holds the potential to evolve into an international general standard for commodity‑information evaluation. Keywords: Xindaobi (信导比)‑enabled AI information governance; completeness and quality of commodity‑informational substance; underlying evaluation criterion; three‑core atom (三核原子); metric system; five‑level classification (五级分类); information for explicit needs (明确需要的信息); information for implicit needs (隐含需要的信息); automatic AI detection 摘要 本文并非将信息物理地等同于贵金属,而是借鉴黄金纯度"统一标尺—可检测—可分级—可跨域互认"的治理逻辑,构建商品信息完整度质量的通用评判框架。当前全球市场中商品信息混乱呈几何级膨胀:跨国家、跨地区、跨平台信息碎片化、AI生成内容真假难辨、数据孤岛与算法茧房相互叠加。既有治理手段多为事后处罚与被动打补丁,根本原因在于缺乏从源头界定“商品信息的总和的完整度质量”的底层评判标准。在信导比(Xindaobi)理论框架下,多维度的动态商品信息被界定为"动态无固定实体形态的信息物质”中的一种。正是因为商品信息属于物质,才能够在线下与线上完整迁移流转,这一点已在电商、房产服务、旅游服务、线下点餐四大行业得到印证,因而可像实体物质(如黄金)一样接受完整度与纯度检测,使其具备可量化评判的物质基础,并交由AI执行自动化质量评判。信导比将商品信息归纳为具备三核原子结构、动态无固定实体形态的完整物质整体,由此成为商品信息的"度量衡"——首次为市场信息混乱治理提供了一套客观、统一、可通用的“商品信息的总和的完整度质量”底层评判标准。该底层评判标准具备跨国家、跨地区、跨平台的可迁移性,可为全球信导比AI信息治理建立统一范式,有潜力发展为商品信息评判的国际通用标准。 关键词 信导比AI信息治理;商品信息物质的完整度质量;底层评判标准;三核原子;度量衡;五级分类;明确需要的信息;隐含需要的信息;AI自动检测