AI Safety & Ethics
AI Verify, model testing, red-teaming and responsible AI — the effort to turn "trustworthy" into a testable engineering problem.
Singapore treats “trustworthy AI” as a testable engineering problem, not a slogan. The flagship is AI Verify from IMDA and the AI Verify Foundation — a testing framework and toolkit built around 11 internationally recognised governance principles, with added evaluation and red-teaming methods for generative AI. The aim is to let companies actually test whether a model is safe and responsible, rather than simply assert it.
This hub gathers every parliamentary debate on AI safety and ethics, the related testing frameworks and guidance, and regulators’ statements — from model bias, hallucination and misuse risks to red-team evaluation, third-party audits and putting “responsible AI” into practice, so you can see how Singapore translates abstract ethical principles into operational tests.
75 related items
Debate 62
- 2026-07-07 Intestate Deaths Data and Integration of AI Tools to Improve Will-writing Accessibility
- 2026-07-07 Key Risk Thresholds to Regulate High-risk AI Deployments and Mandatory Human Oversight for Fully Automated Decisions
- 2026-05-07 Quantifiable Safety Metrics and AV Standards Governing AI Decision-Making Prior to Commercial Deployment on Public Roads
- 2026-05-06 Regulating Young People's Access to Social Media after US Negligence Finding against Meta and Alphabet
- 2026-05-06 Safeguards and Roadmap for Introducing and Monitoring AI Use by Primary School Students
- 2026-05-06 Regulating Smart Glasses and AI Wearables to Prevent Covert Recording and Unconsented Data Collection
- 2026-05-06 Ensuring Meaningful Human Accountability for Public-facing Autonomous AI Agents and Pathways to Mandatory Governance in High-risk Sectors
- 2026-05-05 Handling of AI-Generated Fake Obscene Images of Students Within the Comprehensive Action Review Against Bullying
- 2026-05-05 Response to Risks from Frontier AI Models with Potential to Steal Data, Disrupt Critical Infrastructure and Exploit Software Vulnerabilities
- 2026-05-05 Review of Personal Data Protection Act 2012 to Address Use of Inferred or Derived Data Generated by AI
- 2026-03-06 MSF Committee of Supply 2026 — Children's Safe AI Use & Screen Time
- 2026-03-05 MSF Committee of Supply 2026 — AI Deepfake Protection & Disability Employment
- 2026-03-04 Recorded Incidences of AI-Induced Psychosis in Past Three Years and Measures to Address AI-Related Mental Health Issues
- 2026-03-02 MOE Committee of Supply 2026 — AI & Education Transformation
- 2026-03-02 MDDI Committee of Supply 2026 — AI as Strategic Advantage
- 2026-02-27 Use of AI Chatbots for Counselling and Mental Health Support by Teenagers and Young Adults
- 2026-02-04 Study on Labour Impacted by AI in SMEs and Plans to Support Workers Substituted by AI
- 2026-01-12 Update Code of Ethics and Professional Client Care for Property Agents to Declare Use of AI-edited Images and Videos of Property Listings
- 2025-11-06 Deployment of Agentic AI Systems in Civil Service and HR Policies to Support Officers Made Redundant
- 2025-11-04 Developing Age-progressive Framework for Responsible Use of GenAI for Students and Parents across Educational Levels
- 2025-09-24 Use of Copyright Law to Strengthen Protection Against Deepfakes
- 2025-09-23 Development of Frameworks to Track Recent Graduates' Long-term Employability and Mitigate Risks of Skills Obsolescence
- 2025-04-08 Protection for Consumers of Fintech Platforms and Non-bank Institutions, and Regulations on Liquidity Levels and Responsible Marketing
- 2025-03-06 Committee of Supply – Head V (Ministry of Trade and Industry)
- 2025-03-06 Committee of Supply – Head S (Ministry of Manpower)
- 2025-03-04 Committee of Supply – Head P (Ministry of Home Affairs)
- 2025-03-04 Committee of Supply – Head R (Ministry of Law)
- 2025-03-03 Committee of Supply – Head P (Ministry of Home Affairs)
- 2025-01-07 Reasons behind Government's Decision to Stop Practice of Partially Masking NRIC Numbers
- 2024-11-13 Guidelines for Employers' Use of Automated Decision-making Tools for Hiring or Promotions to Prevent Biases
- 2024-08-07 Accuracy of Deepfake Detection Technologies and Differentiating Between Harmful Deepfakes and Legitimate Political Satire or Memes
- 2024-08-06 Strategies and Mitigation Efforts to Counter Decline in Singapore's Appeal to MNCs
- 2024-03-04 Risks and Benefits from Widespread Adoption of Facial Recognition Technology and Oversight Mechanisms to Ensure Responsible and Ethical Use
- 2024-03-01 Committee of Supply – Head Q (Ministry of Communications and Information)
- 2024-02-27 Debate on Annual Budget Statement
- 2024-02-26 Specific Targets for Singapore's Global Share of Aggregate Computing Power
- 2024-02-16 Annual Budget Statement
- 2024-02-05 Measures to Enhance Public Technological Understanding to Combat Cybercrime and Deepfake Content
- 2024-02-05 Regulations to Tackle Deepfake Software Being Used in Scam and Fraud Cases
- 2024-01-10 Building an Inclusive and Safe Digital Society
- 2024-01-09 Workers Facing Highest Risk of Displacement from Artificial Intelligence and Reskilling Programmes Available
- 2024-01-09 Measures to Develop Baseline Artificial Intelligence Literacy of Students
- 2023-11-22 Government's Approach and Policy on Governing Safe and Responsible Artificial Intelligence Development
- 2023-08-02 Impact of Artificial Intelligence on Trading Platforms in Financial Markets
- 2023-07-06 Feasibility of Establishing Body to Regulate Artificial Intelligence
- 2023-05-09 Ensuring Development and Maintenance of Ethical Artificial Intelligence Standards
- 2023-05-08 Credibility and Adoption of AI-based Diagnostic Solutions
- 2023-04-21 Regulatory Framework for Artificial Intelligence Governance in Singapore
- 2023-02-28 Committee of Supply – Head Q (Ministry of Communications and Information)
- 2023-02-24 Committee of supply – Head J (Ministry of Defence)
- 2023-02-07 Manage Use of Artificial Intelligence Bots in Schools
- 2023-02-06 Ensuring Integrity of Online Examinations and Assignments Given Availability of Artificial Intelligence Technologies
- 2023-02-06 Students Using Artificial Intelligence Technologies for Exams and Assignments
- 2022-10-05 Successful Implementation of Age Verification for Joining Social Media Platforms
- 2021-11-02 Initiatives to Develop Artificial Intelligence Ecosystem and Its Deployment in Singapore
- 2020-03-04 Consideration to Formulate Regulations Binding on Artificial Intelligence Systems Deployed Locally
- 2020-02-03 Update on Work of Advisory Council Set Up in 2019 to Promote Ethical Collection and Use of Data Obtained from Persons without Their Knowledge or Consent for Commercial Use
- 2019-05-06 Public Agencies’ Exemption from Personal Data Protection Act
- 2019-03-04 Committee of Supply - Head Q (Ministry of Communications and Information)
- 2018-03-02 Committee of Supply – Head J (Ministry of Defence)
- 2018-02-06 Introduction of Regulations with Advent of Artificial Intelligence and Autonomous Machines
- 2016-04-07 Committee of Supply – Head J (Ministry of Defence)