Home - AI Singapore Skip to content 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. 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 To help AI Ready companies 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 AI4E – empowering everyone to become AI Aware. AI For Everyone (Hands-on) From theory to practice. Data Analytics for Everyone An original 3-day course developed for professionals who need to understand and work with data. Accelerating our professionals to go from AI aware to AI Ready Literacy in AI Getting ready for AI. Foundations in AI Intensive yet practicable and accessible for working professionals to become AI Ready. Proficiency in AI Moving to the next level of AI Readiness. LearnAI For Organizations Companies are leveraging LearnAI Corporate Membership Plans to enable their staff to become AI Aware and some to become AI Ready! AISG Helps Empower Infineon’s Next Generation Of Employees LearnAI Corporate programme Mailing list Get the latest AI Singapore news, events programme updates and LearnAI offers directly into your INBOX. AISG Newsroom News and Announcements from AI Singapore Read AI4SME Find AI resources & solution providers. Start your AI journey with AI4SME Explore AI4SME AI Talent Development Start your AI learning journey with AI Talent Development. We have learning resources for students to professionals. I want to Learn AI view report Popular Videos 100E project with Lightspeed Short Industry Project (SIP) with Life3 Biotech Highlights from inaugural AI in Healthcare Technology Showcase Celebrating Excellence in AI: A Journey to the International Olympiad in AI Open Theme Technology Challenge (OTTC) Interview with Researchers and Industry Partners More Videos 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. 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 AI Research Sustain investments in fundamental AI research to ensure SG’s relevance in the global AI race Build strategic capabilities Retain and nurture local scientific talents Preposition Singapore for future applications AI Governance Research in governance, ethics and accountability of AI systems at the national level Fairness, accountability and transparency of AI systems Privacy and Ethics Risk and mitigations AI Technology Support applied AI research projects which are aligned to the N ational AI Strategy AI solutions with high social and economic impacts Sector-wide or national-scale challenges AI Innovation Catalyse and support more widespread industry adoption of AI AI adoption in industry through talent and projects AI standards Industry Consortia AI Products Build catalytic AI products/solutions to enrich Singapore AI Ecosystem Project SEA-LION Multilingual Capabilities Multimodality Large Language Models Data and Evaluation Benchmarks AI Talent Development Develop Generational AI Capability Programs to build AI Aware and AI Ready talents Develop self-directed learning resources for students and working professionals Create a suite of programs to get students and professionals that help accelerate their AI learning journey Mailing list Get the latest AI Singapore news, programme updates and offers directly into your INBOX. AISG Newsroom News and Announcements from AI Singapore Read AI Talent Development Start your AI learning journey with AI Talent Development. We have learning resources for students to professionals. I want to Learn AI AI4SME Find AI resources & solution providers. Start your AI journey with AI4SME Explore AI4SME Announcements [epoch_announcement] News [epoch_news] Events [epoch_events] view report Popular Videos 100E project with Lightspeed Short Industry Project (SIP) with Life3 Biotech Highlights from inaugural AI in Healthcare Technology Showcase Celebrating Excellence in AI: A Journey to the International Olympiad in AI Open Theme Technology Challenge (OTTC) Interview with Researchers and Industry Partners More Videos 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 To ensure AI algorithms, techniques, models, systems, and solutions are built and used in ways that benefit humanity through research projects, thought pieces and international conferences/workshops. 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 Put Singapore on the world map with high-signature, high-impact AI projects To promote bold ideas and innovative approaches thereby creating economic and social impact with AI technologies. Grand Challenge Technology Challenge Prize-based Challenge International Collaboration AI Innovation Co-creating Solutions and Talents with the Industry To help AI Ready 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 Standards Making AI interoperable and safe International Putting Singapore on the world map Platform Engineering Deploying AI models at scale Chartered AI Engineers Peer-endorsed AI professionals Technology Offers AI intellectual property for licensing 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. AI Talent Development Generational AI Talent Development To enable working professionals to be Data-savvy and AI Ready and students to be AI Competent. Calling Educators from Malaysia, Thailand, and the Philippines! Join the AISG x Meta AI for Good (Educator) Train-the-Trainer Programme and become a certified AI for Good Educator! find out more AI For Everyone In our FOUR national languages! Our Stakeholders AI Singapore is is driven by a government-wide partnership and brings together all Singapore-based research institutions. Coordinating Agencies Amongst others… AI Research Partners Our Logo and Brand The AI Singapore logo consists of a Tree designed in the shape of Singapore. The neurons symbolize Artificial Intelligence; three roots represent the various Programmes. The tree symbolizes the aim of AI Singapore: Grow our own timber, Groom local AI talent. The radiant orange and red gradients show AI Singapore’s thirst for Passion, Change and Growth. Are you AI Ready? Contact us if any of our programmes can help you. Let’s get started Mailing List Sign Up Get the latest AI Singapore news, programme updates and offers directly into your INBOX. By submitting this form, you agree to receive updates and news about AI Singapore via email. You can unsubscribe whenever you want.