Practical requirements extracted from policy instruments, with the source article, the actors they bind, evidence examples and original framework mappings. Legal requirements are marked; everything else is voluntary guidance.
6 results
PDPC AI advisory guidelines · Advisory guidelines, sections on consent, business improvement and research exceptions
Personal data used to train or operate AI systems requires consent unless an exception applies, such as the business improvement exception for improving products and services or the research exception for developing models, each subject to conditions.
PDPC AI advisory guidelines · Advisory guidelines, section on notification obligation
Organisations should inform individuals that AI systems use their personal data, the purposes, the relevant features and how they influence decisions, proportionate to the impact on the individual.
Singapore Model AI Governance Framework · Second edition, Part on operations management
Covers data lineage and quality, minimising bias in datasets, model explainability, repeatability, robustness, regular tuning and active monitoring after deployment.
Singapore Model AI Governance Framework · Second edition, Part on internal governance structures and measures
Organisations should adapt existing governance to AI: clear roles and responsibilities, board and senior management oversight, risk-management and internal controls, and staff training.
Singapore Model AI Governance Framework · Second edition, Part on human involvement in AI-augmented decision-making
Using a risk-impact matrix (probability and severity of harm), organisations choose human-in-the-loop, human-over-the-loop or human-out-of-the-loop designs and document the rationale.
Singapore Model AI Governance Framework · Generative AI framework, dimensions on incident reporting and content provenance
The generative-AI framework recommends incident-reporting channels and processes for AI harms, and content provenance measures such as digital watermarking and cryptographic provenance so that users can identify AI-generated content.
Filters
