February 27, 2024

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U.S. University to Co-launch $20 Million Research Institute to Accelerate AI Discovery

The U.S. National Science Foundation (NSF) announced the creation of a US$ 20 million Artificial Intelligence (AI) research institute led by faculty from three top universities in the U.S. The new institute, the AI Institute for Dynamic Systems, will focus on developing new machine learning ideas and techniques, with the team exploring new ways to use AI to integrate physics-based modelling to accelerate scientific discovery.

For decades, scientists and engineers have toiled to accelerate AI development. Now AI will return the favour by helping accelerate scientific discovery itself. The AI Institute is one of 11 new NSF-funded centres that are part of a larger $220 million investment in AI and AI-enabled research.

The Institute’s goal is to integrate AI and machine learning with physics-based models to tackle some of the biggest challenges in science and engineering, such as materials discovery. The researchers want to use AI to help scientists and engineers speed up their work. Businesses use AI primarily for prediction; scientists use AI for gaining insight.

There is tremendous potential for AI within the scientific process: helping scientists to choose what and how to measure, discovering new relationships in measured data, and understanding and explaining these discoveries.

Scientific discovery is one part of the Institute’s mission; it will also focus on developing more powerful AI tools to do this work, including the use of AI to build better AI. Engineers like to invent systems to solve problems. They are now faced with the ultimate challenge to create a system that can itself invent solutions automatically.

The Institute will also focus on training future researchers in AI techniques. Examples include partnering with high school programs that focus on AI-related projects and recruiting and preparing recent college graduates from underrepresented groups, U.S. veterans and first-generation college students to go on for a graduate degree. The institute will provide massive open-source educational materials that include lectures, data and code packages for advancing and empowering AI.

The researchers are so excited to bring together a critical mass of amazing and innovative researchers from across the U.S. to really move the needle in developing machine learning technology for physical and engineering dynamic systems. They also have a deep connection with industry partners, which provides them with an incredible opportunity to make sure that we are focused on important and relevant problems and that their technology will actually be used.

The new NSF National AI Research Institutes are hubs for academia, industry and government to accelerate discovery and innovation in AI. Inspiring talent and ideas everywhere in this important area will lead to new capabilities that improve our lives from medicine to entertainment to transportation and cybersecurity and position us in the vanguard of competitiveness and prosperity.

AI is being integrated into every industry and every discipline, including journalism, nursing, or nutrition. From retail to real estate, AI is going to be a part of every industry’s future, and everyone needs to be prepared. As reported by OpenGov Asia, U.S. researchers have built a high-fidelity simulation environment that is designed for developing algorithms that improve causal discovery and counterfactual reasoning of AI.

The researchers illustrated a problem by making an analogy of AI in a different context. If a self-driving car were confined to the streets of a neighbourhood in Arizona with few pedestrians, wide, flat roads and street signs with English writing, and then they deployed the car on the narrow, busy streets of Delhi, where street signs are written in Hindi, pattern recognition would be insufficient to operate safely.

The recent paper took a closer look at this problem and the researchers proposed a new high-fidelity simulation environment. They designed a high-fidelity simulation with the ability to control causal structure. A more robust AI model does more than simply learning patterns. It captures the causal relationships between events.

PARTNER

Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

PARTNER

CTC Global Singapore, a premier end-to-end IT solutions provider, is a fully owned subsidiary of ITOCHU Techno-Solutions Corporation (CTC) and ITOCHU Corporation.

Since 1972, CTC has established itself as one of the country’s top IT solutions providers. With 50 years of experience, headed by an experienced management team and staffed by over 200 qualified IT professionals, we support organizations with integrated IT solutions expertise in Autonomous IT, Cyber Security, Digital Transformation, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Well-known for our strengths in system integration and consultation, CTC Global proves to be the preferred IT outsourcing destination for organizations all over Singapore today.

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Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.

SUPPORTING ORGANISATION

SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

PARTNER

HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

PARTNER

IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.

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