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Singapore Home LearnAI ConnectAI Linkedin YouTube Facebook Facebook Group Instagram Medium Twitter Reddit Github HOME Expand International Outreach Careers The Team International Advisory Panel (IAP) RESEARCH Expand AI Research Grant Calls AI Research Grant Call Awardees AISG PhD Fellowship Programme AI Accelerated Masters Programme AI Researcher Articles GOVERNANCE Expand AI Governance Research Grant Call AI Governance Postdoctoral Fellows AI Governance Research Grant Call Awardees Updates Roundtables Resources TECHNOLOGY Expand Grand Challenges Prize Challenges Technology Challenges International Grant Calls Ideation Challenges INNOVATION Expand 100 Experiments (100E) AI Apprenticeship Programme (AIAP)® AI Readiness Index (AIRI) AI Advisory Platforms Engineering AI Standards T-Up Programme LLM Application Developer Programme (LADP) AI Internship Programme (AIIP) PRODUCTS Expand SEA-LION Project SEALD AI Bricks Expand AI Ready Bricks CUDO CV Hub NLP Hub Speech Lab Synergos TagUI StorywrAIter LEARNAI Expand Students Educators Professionals Collaborators Chartered AI Engineer® CONNECTAI TECH OFFERS FAQs CONTACT US I am a: IHL/Researcher Expand AI Governance Research Grant Call AI Governance Postdoctoral Fellows AI Research Grant Calls AISG PhD Fellowship Programme Grand Challenges Ideation Challenges Prize Challenges Technology Challenges 100Experiments Student Expand AI Apprenticeship Programme (AIAP)® Chartered AI Engineer® LearnAI The ConnectAI Professional Expand LearnAI The ConnectAI AI Apprenticeship Programme (AIAP)® AI Readiness Index (AIRI) AI Standards Chartered AI Engineer (CAIE) Startup/Enterprise/Govt Expand AI Readiness Index (AIRI) 100Experiments AI Apprenticeship Programme (AIAP)® AI Advisory Technology Offers The ConnectAI LearnAI CV Hub NLP Hub Speech Lab Synergos AI Standards Search for: Search 25443 Toggle Menu HOME • LEARNAI • CONNECTAI AI Singapore To anchor deep national capabilities in Artificial Intelligence, thereby creating social and economic impacts, growing local talent, building an AI ecosystem and putting Singapore on the world map. Play Launched in May 2017, AI Singapore brings together all Singapore-based research institutions and the vibrant ecosystem of AI start-ups and companies developing AI products to perform use-inspired research, grow knowledge, create tools, and develop the talent to power Singapore’s AI efforts. Programmes Research Governance Technology Innovation Products LearnAI AI Research Exploring and funding groundbreaking AI Research To seed high-quality research efforts aimed at developing fundamental AI novel techniques, algorithms and adjacent technologies, encouraging national research collaborations and local AI talent development. Important Questions What are the gaps in current AI technology? What are the new AI advances with positive economic and societal impacts? How can we use AI safely and securely? How do we design AI to align with ethical, legal and societal principles? Targeted Capability Building Trustworthy and Explainable AI Boost AI adoption Build on Singapore’s trust” brand Privacy-aware AI Demand from regulators and consumers Learn from sensitive datasets while preserving the privacy of individuals Resource-efficient AI Small country, hence small dataset Learning from small but quality datasets Collaborative AI Strengths in NLP and diversity as a testbed Continuous Learning AI Autonomous incremental learning AI towards Artificial General Intelligence AI Governance Trust and AI Supporting research that mitigates the risks of AI by promoting fairness, accountability, transparency, ethics, and safety. Trustworthy AI Should we trust AI? Transformative technology offers tremendous opportunities but raises ethical concerns and the potential for harm. This pillar supports research that mitigates the risks of AI by promoting fairness, accountability, transparency, ethics, and safety. Governance is broadly understood to include laws, markets, networks, standards, and other tools. Trust in AI Will we trust AI? The utilisation of AI will be enhanced by faith that the end-to-end process is robust and accountable. The pillar also supports interdisciplinary research into understanding the factors that shape perceptions of human-machine interaction, influencing the adoption of beneficial AI. Research Areas (non-exhaustive) Fairness — Ensure that the benefits of AI are properly shared among the community ( Bias detection & prevention ) Transparency / explainability — Ensure that systems appropriately enable those affected to understand the process in general and a specific outcome in particular ( Transparency tools; explainability standards & measures ) Safety & Security — Ensure that AI systems are safe to use and appropriately protected against hacking and data breaches ( Safety certification; Data protection & cybersecurity ) Accountability — Ensure that AI systems are properly regulated – minimizing risk and properly allocating losses ( Liability and compensation framework ) Ethics & human-centricity — Ensure that AI serves the interests of the broader community ( Values and trust in AI ) AI Technology Solving Singapore’s problem statements with AI To create significant economic and social impact through solving national challenges with AI. Grand Challenge Technology Challenge Prize-based Challenge Ideation Challenge Summer School AI Innovation Co-creating Solutions and Talents with the Industry Helping AI Ready companies to build their first AI products and solutions through the 100E programme and a pool of local AI talents through the AI Apprenticeship Programme. 100E Real-world AI models. Advisory Start on your AI journey. AIAP Growing our own timber. AI Readiness Index Going from AI Unaware to AI Ready. International Putting Singapore on the world map. Standards Making AI interoperable and safe. Technology Offers AI intellectual property for licensing. Platform Engineering Deploying AI models at scale. Chartered AI Engineers Peer-endorsed AI professionals. AI Products Open-source AI Products, Toolkits and Frameworks To accelerate the industry’s adoption of AI, the Products team is creating easy-to-use, open-source* and freely* available AI products, toolkits and frameworks. SGLP NLP SEACoreNLP NLP PeekingDucK CV Synergos Federated Learning TagUI Robotic Process Automation Speech Lab Singlish Speech to Text CUDO Optimization * AI Product’s internally developed tools are 100% open sourced and released under Apache 2.0 license. However, some of the AI products are contributed by professors and researchers from other Universities which may have different licensing and distribution terms. LearnAI Generational AI Talent Development Enabling working professionals to be Data-savvy and AI Ready and students to be AI Competent. Use Your SkillsFuture Credit AI4I® – Foundations in AI is now claimable with your SkillsFuture Credit! AI4I® – Foundations in AI AI Singapore Goes To School Al Singapore is excited to announce AI Singapore Goes to School,” a 2-hour learning session where we will introduce students to the basics of AI and its applications, such as ChatGPT. Find Out More TWA+ Programme @ AI Singapore The Teacher work Attachment Plus (TWA+) Programme @ Al Singapore – an AI #PLUSskilling Programme for Teachers to gain literacy in AI . Find Out More AI Singapore Corporate Membership Support staff learning and increase baseline AI literacy to boost organisational AI readiness through AI Singapore’s Corporate Membership. Find Out More Enabling our Students and Empowering our Educators AI For Kids For primary 3 – 6 students, never too early to start learning about AI. AI For Students AI Singapore-inspired but educator-led free classroom AI resources for all Singapore public schools. AI Student Outreach Programme AI resources and industry-recognized certification for self-directed student learning groups. When Everyone is AI Aware, we become a Smart Nation AI For Everyone (Theory) The original...