SMARTI CEO Han Shuo co-authored paper presented at the 2026 Youth Seminar on Civil and Commercial Law and indexed by CNKI
A paper co-authored by SMARTI CEO Han Shuo on legal risks and enterprise governance mechanisms for cross-border AI training data flows was presented at the 2026 Youth Seminar on Civil and Commercial Law and indexed by CNKI.
A paper co-authored by SMARTI CEO Han Shuo, "Legal Risks and Enterprise Governance Mechanisms for Cross-border AI Training Data Flow," was presented at the 2026 Youth Seminar on Civil and Commercial Law and indexed by CNKI.
The paper's author affiliations include SMARTI AI and Data Governance Research Dept. The research examines legal risks in cross-border AI training data flows, including personal information processing, data export procedures, source legality, entrusted processing, and the reverse transmission of model-output risks.
The paper proposes layered enterprise governance mechanisms around data classification, source review, cross-border path identification, contractual controls, quality management, auditability, and risk response to improve compliance certainty for cross-border AI training data operations.