Jul 12, 2026, 9:00 PM

Singapore proposes mandatory notification when firms use personal data for AI training - The Straits Times

30-second summary

Singapore’s data protection authority is proposing new rules that would require companies to notify individuals when their personal data is used to train AI models.

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Key takeaways
  • Singapore’s PDPC proposes mandatory notifications when personal data is used for AI training.
  • Companies must inform individuals before or during data collection for AI purposes.
  • Draft guidelines include requirements for transparency on data storage and processing.
  • Public feedback is open until mid-November 2024.
Full story

Singapore’s Personal Data Protection Commission (PDPC) has unveiled draft guidelines that would make it mandatory for organizations to inform individuals if their personal data is used to train artificial intelligence systems. The proposal is part of a broader effort to enhance data governance and address privacy concerns amid rapid AI adoption.

Under the proposed rules, companies would need to notify data subjects before or at the time of collecting personal data for AI training purposes. The guidelines also suggest providing clear explanations about how the data will be used, stored, and processed. Failure to comply could result in penalties under Singapore’s existing data protection laws.

The move reflects growing global scrutiny over AI’s use of personal data, following similar initiatives in the European Union and other jurisdictions. Industry stakeholders have until mid-November to provide feedback on the draft proposals, which could shape the final regulations.

Why this matters
Developers

Developers must adapt data collection practices to comply with new transparency requirements.

Businesses

Companies using personal data for AI training face stricter compliance obligations.

Investors

Regulatory clarity may influence investment decisions in AI-driven sectors.

Everyone

Enhances privacy protections for individuals in AI model training.

Glossary
PDPC
Singapore’s Personal Data Protection Commission, the national data protection authority.
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