AI作為可歸因的表述管道:當AI中介的適宜性聲明成為治理失敗
本文探討了金融服務業中出現的治理缺口,其中AI中介的適宜性聲明為企業帶來了問責風險,儘管缺乏審計級證據來證明監督。文章提出了推理聲明代幣(RCTs)作為記錄適宜性約束遺漏的解決方案。
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AI as an Attributable Representation Channel: When AI-Mediated Suitability Claims Become a Governance Failure
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Public-facing AI assistants increasingly provide guidance to consumers on financial products, risks, suitability, and comparative options, often in high-intent decision contexts. While firms typically do not author or control these systems, representations relating to suitability and risk may nonetheless create attribution or accountability exposure under existing conduct and consumer-protection regimes.
This paper examines a governance gap emerging in financial services: supervisors and internal audit functions increasingly expect firms to evidence oversight of AI-mediated representations, yet most institutions lack audit-grade artifacts demonstrating such monitoring. Using an illustrative scenario, the paper shows how Reasoning Claim Tokens (RCTs) can function as evidentiary control objects that document repeatable omission of suitability constraints without requiring access to AI model internals or operational control over third-party systems.
The analysis situates AI-mediated omission risk within established conduct-risk and suitability doctrines and clarifies the governance implications of detectability, repeatability, and foreseeability.
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