kaal:position:2026-07-31-7419
AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research presents the following source proposition: This paper argues that the institutionalisation of artificial intelligence (AI) disclosure in scientific research has resulted in a type of compliance that emphasises symbolic transparency rather than actual responsibility. This proposition is pertinent to Kaal's source-bound claim that Transparent, explainable models such as those built for the European Court of Human Rights, which paired 97% accuracy with digestible explanations, provide the design template for addressing legal AI's transparency problem. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.
ai-and-agentsdisclosurehistorical-responsescholarly-literaturecrossref