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Global Citizen Services AI Market Size/Share Envisaged to Reach 237.39 Billion With 43.7% CAGR by 2032: Polaris Market Research

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New York, NY, May 23, 2023 (GLOBE NEWSWIRE) — Polaris Market Research has published a new research report titled “Citizen Services AI Market Share, Size, Trends, Industry Analysis Report, By Technology; By Component; By Organization Size; By Deployment Mode; By Verticals; By Region; Segment Forecast, 2023 – 2032” in its research database.

“As per the latest research analysis, the global citizen services ai market size/share will be valued at roughly USD 6.35 Billion in 2022, and its revenue is projected to reach about USD 237.39 Billion By 2032. The market is forecasted to expand at a compound annual growth rate of approximately 43.7% between 2023 and 2032.”

What is Citizen Services AI? How Big is Citizen Services AI Market Size & Share?

The foremost citizen services AI technologies include machine learning, natural language processing, image processing, and face recognition. Machine learning is utilized to inflate adept acumen to massive data sets. The rapidly rising demand for citizen services AI market can be attributed to its usage to approach justice, help users in traversing healthcare systems and standardize knowledge.

Enhancing citizen services, demand for digital conversion in the government sector, and escalating costs of automation of manual procedures to relieve pressure are some factors that propel the business advancement of artificial intelligence for citizen services. Also, the depletion in administrative weight, intricate task execution, and assistance to settle allotment issues spearheaded the market growth.

Request Sample Copy of Citizen Services AI Market Research Report @ https://www.polarismarketresearch.com/industry-analysis/citizen-services-ai-market/request-for-sample

(The sample of this report is readily available on request. The report sample contains a brief introduction to the research report, a Table of Contents, a Graphical introduction of regional analysis, Top players in the market with their revenue analysis, and our research methodology.)

Our Sample Report Covers:

  • 2032 Updated Report Introduction, Overview, and In-depth industry analysis.
  • 115+ Pages Research Report (Inclusion of Updated Research).
  • Provide Chapter-wise guidance on Requests.
  • 2023 Updated Regional Analysis with Graphical Representation of Size, Share & Trends
  • Includes Updated List of tables & figures.
  • Updated Report Includes Top Market Players with their Business Strategy, Sales Volume, and Revenue Analysis.

Some of the Top Market Players Are:

  • IBM Corporation
  • NVIDIA
  • Microsoft Corporation
  • AWS
  • Accenture
  • Automation Anywhere
  • Pegasystems Inc
  • OpenText
  • Amazon Web Services Inc.
  • Intel Corporation
  • Alibaba Group Holding Limited
  • Tencent Holdings Ltd.
  • ServiceNow Inc.
  • ADDO
  • Alfresco
  • Voyager Labs
  • Waymo
  • Baidu

To Know an Additional List of Key Players, Request Here to Download a Free Report PDF Brochure: https://www.polarismarketresearch.com/industry-analysis/citizen-services-ai-market/request-for-sample

Market Drivers

  • Digitalization of firms: The functionality and augmentation of digitalization in the firms have rendered the processes productive and speedier. The citizen services AI market size is expanding with the launch of AI technologies; businesses do not have to captivate themselves with massive data manually. By engaging in more smart processing and data management proficiencies, the potential of firms will increase.
  • Internet of Things: Citizen services AI market sales are soaring due to the improvised citizen gratification by the application of the Internet of Things and other surfacing technologies such as machine learning and biometric systems, the governments together with several firms are traversing the acceptance of AI, in citizen services.
  • Facial recognition technology: Facial recognition technology has offered massive metamorphic potential in the field of security and surveillance. Facial recognition explanations are applied to trace presence, regulate approaches to confined areas, surveillance and inspection systems, recognize crime accused, discover emotions, comprehend customer actions, structure robust security systems, and analyze gender and age.
  • IT rejuvenation: The growing need for mechanization, IT rejuvenation, modification of manual procedures to restrain pressure and improvise the experience for citizens, and escalated cost-efficacy are prominent drivers for market expansion globally.

Request for a Discount on this Report Before Purchase @ https://www.polarismarketresearch.com/industry-analysis/citizen-services-ai-market/request-for-discount-pricing

Top Report Findings

  • The functionality and augmentation of digitalization in the firms have rendered the processes productive and speedier, pushing the market growth.
  • The market is essentially segregated into technology, component, organization size, deployment mode, verticals, and region
  • The leading region of the market in North America

Top Trends Influencing the Market

  • Handling intricate public services: The increasing usage of citizen services AI technology covering diverse end-use industry verticals involving manufacturing, government, transportation, and healthcare as it advances and assimilates each chore, handling intricate public services, offering insufficient information, and analytical statistics is anticipated to boost the market growth.
  • Cloud AIs: Lately, cloud AIs have acquired notable popularity and propulsion as it assists to improvise several cloud-based services and implementations due to speedier conveyance time with limited suspension as contrasted to others and actual time tracing facilities.
  • Progressive inventive services: To diminish managerial problems, execute several intricate chores, and amend resource issuance problems, several big market players are concentrating on the advancement of more progressive and inventive services, which will push the market growth.

Segmental Analysis

  • The machine learning segment accounted for the largest market share

Based on technology, the machine learning segment accounted for the largest market share. Citizen services AI market demand is on the rise due to this technology procuring escalated approval and traction as it can dependably and swiftly scan, inspect, and respond to irregularities and impulsively enhance the cohesive performance with experience which in succession propels the segment market growth at a speedy pace.

  • The solution segment dominated the global market

Based on components, the solution segment dominated the global market. Citizen services AI market trends include continuous escalation in the confederation of artificial intelligence covering several firms to handle and obtain information productively and service inspections from government firms more efficiently.

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Citizen Services AI Market: Report Scope & Coverage

Report Attribute Details
Revenue Forecast in 2032 USD 9.10 Billion
Market size value in 2023 USD 73.72 Billion
Expected CAGR Growth 43.7% from 2023 – 2032
Base Year 2022
Forecast Year 2023 – 2032
Top Market Players IBM Corporation, NVIDIA, Microsoft Corporation, AWS, Accenture, Automation Anywhere, Pegasystems Inc, OpenText, Amazon Web Services Inc., Intel Corporation, Alibaba Group Holding Limited, Tencent Holdings Ltd., ServiceNow Inc., ADDO, Alfresco, Voyager Labs, Waymo, and Baidu.
Segments Covered By Technology, By Component, By Organization Size, By Deployment Mode, By Verticals, By Region
Customization Options Customized purchase options are available to meet any research needs. Explore customized purchase options

Geographic Overview

North America: This region held the largest citizen services AI market share due to the growing distribution of AI solutions for citizen services, extensive usage of AI in several end-use applications, and the existence of the most advanced markets of the world in the region.

Asia Pacific: Increasing application of 5G technology in countries such as India, China, South Korea, and Japan and several accomplished game plans that have been inferred by government agencies in these countries, together with enormous escalation in start-up registration covering the region.

Browse the Detail Report “Citizen Services AI Market Share, Size, Trends, Industry Analysis Report, By Technology; By Component; By Organization Size; By Deployment Mode; By Verticals; By Region; Segment Forecast, 2023 – 2032” with in-depth TOC: https://www.polarismarketresearch.com/industry-analysis/citizen-services-ai-market              

For Additional Information OR Media Enquiry, Please Mail At: [email protected]

Recent Developments

  • In June 2022, the Ministry of Education, India, announced the launch of the “AI for India” campaign with the aim of the country AI capital of the world. The new campaign will be powered by AWA and supported by GoI and ACITE to evaluate, train, provide internships, allocate projects, practice, certify, and employ around 25 lakh Indian citizens. The initiative has been undertaken to fill the gap between the supply and demand matrix.
  • In June 2022, Microsoft & Accenture, with their JV “Avanade,” signed a strategic partnership to tackle various critical challenges for both people and businesses. These companies are investing in the development of innovative solutions to strengthen the company’s robust data & AI capabilities.

Frequently Asked Questions

  • What is the expected industry size of the market?
  • Who are the top market players?
  • Which region contributes notably towards the market?
  • What will be the expected CAGR of the market during the forecast period?
  • What are the key segments in the market?
  • What are the key driving factors of the market?
  • Who are the key vendors of the market?

Polaris Market Research has segmented the citizen services AI market report based on technology, component, organization size, deployment mode, verticals, and region:

By Technology Outlook

  • Machine Learning
  • Natural Language Processing
  • Image Processing
  • Face Recognition
  • Others

By Component Outlook

  • Solution
  • Services

By Organization Size Outlook

  • Large Enterprises
  • SMEs

By Deployment Mode Outlook

  • On-premises
  • Cloud

By Verticals Outlook

  • Transportation
  • Healthcare
  • Government and Public Sector
  • Energy & Utility
  • Agriculture
  • Education and Training
  • Others

By Region Outlook

  • North America (U.S., Canada)
  • Europe (France, Germany, UK, Italy, Netherlands, Spain, Russia)
  • Asia Pacific (Japan, China, India, Malaysia, Indonesia, South Korea)
  • Latin America (Brazil, Mexico, Argentina)
  • Middle East & Africa (Saudi Arabia, UAE, Israel, South Africa)

Browse More Research Reports:

About Polaris Market Research:

Polaris Market Research is a global market research and consulting company. The company specializes in providing exceptional market intelligence and in-depth business research services for PMR’s clientele spread across different enterprises. We at Polaris are obliged to serve PMR’s diverse customer base present across the industries of healthcare, technology, semiconductors, and chemicals among various other industries present around the world. We strive to provide PMR’s customers with updated information on innovative technologies, high-growth markets, emerging business environments, and the latest business-centric applications, thereby helping them always to make informed decisions and leverage new opportunities. Adept with a highly competent, experienced, and extremely qualified team of experts comprising SMEs, analysts, and consultants, we at Polaris endeavor to deliver value-added business solutions to PMR’s customers.

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Artificial Intelligence

IBM, Government of Canada, Government of Quebec Sign Agreements to Strengthen Canada’s Semiconductor Industry

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Up to $187M CAD to be invested to progress expansion of chip packaging capacity and capabilities and to strengthen R&D at IBM Canada’s Bromont plant
BROMONT, QC, April 26, 2024 /PRNewswire/ — IBM (NYSE: IBM), the Government of Canada, and the Government of Quebec today announced agreements that will strengthen Canada’s semiconductor industry, and further develop the assembly, testing and packaging (ATP) capabilities for semiconductor modules to be used across a wide range of applications including telecommunications, high performance computing, automotive, aerospace & defence, computer networks, and generative AI, at IBM Canada’s plant in Bromont, Quebec. The agreements reflect a combined investment valued at approximately $187M CAD.

“Today’s announcement is a massive win for Canada and our dynamic tech sector. It will create high-paying jobs, invest in innovation, strengthen supply chains, and help make sure the most advanced technologies are Canadian-made. Semiconductors power the world, and we’re putting Canada at the forefront of that opportunity,” said the Right Honourable Justin Trudeau, Prime Minister of Canada
In addition to the advancement of packaging capabilities, IBM will be conducting R&D to develop methods for scalable manufacturing and other advanced assembly processes to support the packaging of different chip technologies, to further Canada’s role in the North American semiconductor supply chain and expand and anchor Canada’s capabilities in advanced packaging.
The agreements also allow for collaborations with small and medium-sized Canadian-based enterprises with the intent of fostering the development of a semiconductor ecosystem, now and into the future.
“IBM has long been a leader in semiconductor research and development, pioneering breakthroughs to meet tomorrow’s challenges. With the demand for compute surging in the age of AI, advanced packaging and chiplet technology is becoming critical for the acceleration of AI workloads,” said Darío Gil, IBM Senior Vice President and Director of Research. “As one of the largest chip assembly and testing facilities in North America, IBM’s Bromont facility will play a central role in this future. We are proud to be working with the governments of Canada and Quebec toward those goals and to build a stronger and more balanced semiconductor ecosystem in North America and beyond.”
IBM Canada’s Bromont plant is one of North America’s largest chip assembly and testing facilities, having operated in the region for 52 years. Today, the facility transforms advanced semiconductor components into state-of-the-art microelectronic solutions, playing a key role in IBM’s semiconductor R&D leadership alongside IBM’s facilities at the Albany NanoTech Complex and throughout New York’s Hudson Valley. These agreements will help to further establish a corridor of semiconductor innovation from New York to Bromont. 
“Advanced packaging is a crucial component of the semiconductor industry, and IBM Canada’s Bromont plant has led the world in this process for decades,” said Deb Pimentel, president of IBM Canada. “Building upon IBM’s 107-year legacy of technology innovation and R&D in Canada, the Canadian semiconductor industry will now become even stronger, allowing for robust supply chains and giving Canadians steady access to even more innovative technologies and products. This announcement represents just one more example of IBM’s leadership and commitment to the country’s technology and business landscape.”
Chip packaging, the process of connecting integrated circuits on a chip or circuit board, has become more complex as electronic devices have shrunk and the components of chips themselves get smaller and smaller. IBM announced the world’s first 2 nanometer chip technology in 2021 and, as the semiconductor industry moves towards new methods of chip construction, advances in packaging will grow in importance. 
“Semiconductors are part of our everyday life. They are in our phones, our cars, and our appliances. Through this investment, we are supporting Canadian innovators, creating good jobs, and solidifying Canada’s semiconductor industry to build a stronger economy. Canada is set to play a larger role in the global semiconductor industry thanks to projects like the one we are announcing today. Because, when we invest in semiconductor and quantum technologies, we invest in economic security.”  — The Honourable François-Philippe Champagne, Minister of Innovation, Science and Industry
“This investment by IBM in Bromont will ensure that Quebec continues to stand out in the field of microelectronics. An increase in production capacity will solidify Quebec’s position in the strategic microelectronics sector in North America.” — The Honourable Pierre Fitzgibbon, Minister of Economy, Innovation and Energy, Minister responsible for Regional Economic Development and Minister responsible for the Metropolis and the Montreal region
About IBMIBM is a leading provider of global hybrid cloud and AI, and consulting expertise. 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. More than 4,000 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 semiconductors, AI, quantum computing, industry-specific cloud solutions and consulting 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. Visit www.ibm.com for more information. 
Media ContactLorraine BaldwinIBM [email protected] 
Willa HahnIBM [email protected]
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Artificial Intelligence

HITACHI ACQUIRES MA MICRO AUTOMATION OF GERMANY IN EFFORT TO ACCELERATE GLOBAL EXPANSION OF ROBOTIC SI BUSINESS IN THE MEDICAL AND OTHER FIELDS

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HOLLAND, Mich., April 26, 2024 /PRNewswire/ — Hitachi Ltd. (TSE: 6501, “Hitachi”) has signed a stock purchase agreement on April 26 to acquire all shares of MA micro automation GmbH (“MA micro automation”, headquartered in St. Leon-Rot, Germany) from MAX Management GmbH (a subsidiary of MAX Automation SE). MA micro automation is a leading provider of robotic and automation technology (robotic SI) including high-speed linear handling systems, high-precision assembly lines, and high-speed vision inspection technology for Europe, North America, and Southeast Asia, for EUR 71.5M million. The transaction is expected to close in the second half of 2024, pending completion of the customary regulatory filings. After the acquisition is completed, MA micro automation will join JR Automation Technologies, LLC (“JR Automation”), a market leader in providing advanced automation solutions and digital technologies in the robotic system integration business for North America, Europe, and Southeast Asia as a continued effort to expand the company’s global presence.

MA micro automation is a technology leader for automation solutions within micro-assembly. Through its state-of-the-art proprietary high-speed and high-precision automation know-how, combined with unique optical image inspection capabilities, MA micro automation serves high-growth med-tech automation end-markets, covering the production, assembly, and testing medical and optical components including contact lenses, IVD and diabetes diagnostics consumables, and injection molding for medical use. The company was established in 2003 through a carve-out from Siemens*1 and since 2013 has been part of the MAX Automation group. 
JR Automation is a leading provider of intelligent automated manufacturing technology solutions, serving customers across the globe in a variety of industries including automotive, life sciences, e-mobility, consumer and industrial products. With over 20 locations between North America, Europe, and Southeast Asia, the leading integrator offers nearly 2 million square feet (185,806 sq. m) of available build and engineering floorspace. This acquisition allows JR Automation to further grow and strengthen both the company’s geographical footprint and their continued commitment on expanding support capabilities within the European region and medical market vertical.
“MA micro automation provides engineering, build and support expertise with established capabilities in complex vision applications, high-speed and high-precision automation technologies. When integrated with JR Automation’s uniform global process and digital technologies, this partnership will further enhance our ability to deliver added value and support to all of our customers worldwide and continue to grow our capabilities in the medical market,” says Dave DeGraaf, CEO of JR Automation. “As we integrate this new dimension, impressive talents and abilities of the MA micro automation team we further enhance our ability to serve our customers, creating a more robust and globally balanced offering.”
With this acquisition, Hitachi aims to further enhance its ability to provide a “Total Seamless Solution*2” to connect manufacturer’s factory floors seamlessly and digitally with their front office data, allowing them to achieve total optimization and bringing Industry 4.0 to life. This “Total Seamless Solution” strategy links organizations’ operational activities such as engineering, supply chain, and purchasing to the plant floor and allows for real time, data-driven decision-making that improves the overall business value for customers.
Kazunobu Morita, Vice President and Executive Officer, CEO of Industrial Digital Business Unit, Hitachi, Ltd. says, “We are very pleased to welcome MA micro automation to the Hitachi Group. The team is based in Europe, providing robotic SI to global medical device manufacturing customers with its high technological capabilities and will join forces with JR Automation and Hitachi Automation to strengthen our global competitiveness. Hitachi aims to enhance its ability to provide value to customers and grow alongside them by leveraging its strengths in both OT, IT, including robotic SI, and “Total Seamless Solution” through Lumada*3’s customer co-creation framework.”
Joachim Hardt, CEO MA micro automation GmbH says, “Following the successful establishment and growth of MA micro automation within the attractive automation market for medical technology products, we are now opening a new chapter. Our partnership with Hitachi will not only strengthen our global competitive position, but we will also benefit from joint technological synergies and a global market presence.  We look forward to a synergistic partnership with Hitachi and JR Automation.”
Outline of MA micro automation    
Name
MA micro automation GmbH
Head Office
St. Leon-Rot, Germany
Representative
Joachim Hardt (CEO)
Outline of Business
Automation solutions within micro-assembly
Total no. of Employees:
Approx. 200 (As of April 2024)
Founded
2003
Revenues (2023)
€ 46.5 million
Website

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*1
“Siemens” is a registered trademark or trademark of Siemens Trademark GmbH & Co. KG in the U.S. and other countries.
*2
“Total Seamless Solution” is a registered trademark of Hitachi, Ltd. in the U.S. and Japan.
*3
Lumada: A collective term for solutions, services and technologies based on Hitachi’s advanced digital technologies for creating value from customers’ data accelerating digital innovation. https://www.hitachi.com/products/it/lumada/global/en/index.html
About JR AutomationEstablished in 1980, JR Automation is a leading provider of intelligent automated manufacturing technology solutions that solve customers’ key operational and productivity challenges. JR Automation serves customers across the globe in a variety of industries, including automotive, life sciences, aerospace, and more.  
In 2019, JR Automation was acquired by Hitachi, Ltd. In a strategic effort towards offering a seamless connection between the physical and cyber space for industrial manufacturers and distributers worldwide. With this partnership, JR Automation provides customers a unique, single-source solution for complete integration of their physical assets and data information, offering greater speed, flexibility, and efficiencies towards achieving their Industry 4.0 visions. JR Automation employs over 2,000 people at 21 manufacturing facilities in North America, Europe, and Asia.  For more information, please visit www.jrautomation.com.   
About Hitachi, Ltd.Hitachi drives Social Innovation Business, creating a sustainable society through the use of data and technology. We solve customers’ and society’s challenges with Lumada solutions leveraging IT, OT (Operational Technology) and products. Hitachi operates under the 3 business sectors of “Digital Systems & Services” – supporting our customers’ digital transformation; “Green Energy & Mobility” – contributing to a decarbonized society through energy and railway systems, and “Connective Industries” – connecting products through digital technology to provide solutions in various industries. Driven by Digital, Green, and Innovation, we aim for growth through co-creation with our customers. The company’s revenues as 3 sectors for fiscal year 2023 (ended March 31, 2024) totaled 8,564.3 billion yen, with 573 consolidated subsidiaries and approximately 270,000 employees worldwide. For more information on Hitachi, please visit the company’s website at https://www.hitachi.com.
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Artificial Intelligence

$10 million Artificial Intelligence Mathematical Olympiad Prize appoints further advisory committee members

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D. Sculley, Kevin Buzzard, Leo de Moura, Lester Mackey and Peter J. Liu appointed to the advisory committee for the Artificial Intelligence Mathematical Olympiad Prize.
LONDON, April 26, 2024 /PRNewswire/ — XTX Markets’ newly created Artificial Intelligence Mathematical Olympiad Prize (‘AIMO Prize’) is a $10mn challenge fund designed to spur the creation of a publicly shared AI model capable of winning a gold medal in the International Mathematical Olympiad (IMO).

XTX Markets is delighted to announce the appointment of five further advisory committee members. This group brings great expertise in machine learning, including D. Sculley, the CEO of Kaggle; Lester Mackey, a Principal Researcher at Microsoft Research and a Macarthur Fellow; and Peter J. Liu, a research scientist at Google DeepMind.
Prolific mathematicians Kevin Buzzard, who achieved a perfect score in the International Mathematical Olympiad, and Leo De Moura who is the Chief Architect for Lean, the automated reasoning tool, also join the advisory group.
They join the existing advisory committee members Terence Tao and Timothy Gowers, both winners of the Fields Medal, as well as Dan Roberts, Geoff Smith and Po-Shen Loh.
The AIMO Advisory Committee will support the development of the AIMO Prize, including advising on appropriate protocols and technical aspects, and designing the various competitions and prizes.
Simon Coyle, Head of Philanthropy at XTX Markets, commented:
“We are thrilled to complete the AIMO Advisory Committee with the appointments of D., Kevin, Leo, Lester and Peter. Together, they have enormous experience in machine learning and automated reasoning and are already bringing expertise and wisdom to the AIMO Prize. We look forward to announcing the winners of the AIMO’s first Progress Prize soon, and then publicly sharing the AI models to support the open and collaborative development of AI.”
Further information on the AIMO Prize
There will be a grand prize of $5mn for the first publicly shared AI model to enter an AIMO approved competition and perform at a standard equivalent to a gold medal in the IMO. There will also be a series of progress prizes, totalling up to $5mn, for publicly shared AI models that achieve key milestones towards the grand prize.
The first AIMO approved competition opened to participants in April 2024 on the Kaggle competition platform. The first progress prize focuses on problems pitched at junior and high-school level maths competitions. There is a total prize pot of $1.048m for the first progress prize, of which at least $254k will be awarded in July 2024, There will be a presentation of progress held in Bath, England in July 2024, as part of the 65th IMO.
For more information on the AIMO Prize visit: https://aimoprize.com/ or the competition page on Kaggle: https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/
Advisory Committee member profiles:
D. Sculley
D. is the CEO at Kaggle. Prior to joining Kaggle, he was a director at Google Brain, leading research teams working on robust, responsible, reliable and efficient ML and AI. In his career in ML, he has worked on nearly every aspect of machine learning, and has led both product and research teams including those on some of the most challenging business problems. Some of his well-known work involves ML technical debt, ML education, ML robustness, production-critical ML, and ML for scientific applications such as protein design.
Kevin Buzzard
Kevin a professor of pure mathematics at Imperial College London, specialising in algebraic number theory. As well as his research and teaching, he has a wide range of interests, including being Deputy Head of Pure Mathematics, Co-Director of a CDT and the department’s outreach champion. He is currently focusing on formal proof verification, including being an active participant in the Lean community. From October 2024, he will be leading a project to formalise a 21st century proof of Fermat’s Last Theorem. Before joining Imperial, some 20 years ago, he was a Junior Research Fellow at the University of Cambridge, where he had previously been named ‘Senior Wrangler’ (the highest scoring undergraduate mathematician). He was also a participant in the International Mathematical Olympiad, winning gold with a perfect score in 1987. He has been a visitor at the IAS in Princeton, a visiting lecturer at Harvard, has won several prizes both for research and teaching, and has given lectures all over the world.
Leo de Moura
Leo is a Senior Principal Applied Scientist in the Automated Reasoning Group at AWS. In his spare time, he dedicates himself to serving as the Chief Architect of the Lean FRO, a non-profit organization that he proudly co-founded alongside Sebastian Ullrich. He is also honoured to hold a position on the Board of Directors at the Lean FRO, where he actively contributes to its growth and development. Before joining AWS in 2023, he was a Senior Principal Researcher in the RiSE group at Microsoft Research, where he worked for 17 years starting in 2006. Prior to that, he worked as a Computer Scientist at SRI International. His research areas are automated reasoning, theorem proving, decision procedures, SAT and SMT. He is the main architect of several automated reasoning tools: Lean, Z3, Yices 1.0 and SAL. Leo’s work in automated reasoning has been acknowledged with a series of prestigious awards, including the CAV, Haifa, and Herbrand awards, as well as the Programming Languages Software Award by the ACM. Leo’s work has also been reported in the New York Times and many popular science magazines such as Wired, Quanta, and Nature News.
Lester Mackey
Lester Mackey is a Principal Researcher at Microsoft Research, where he develops machine learning methods, models, and theory for large-scale learning tasks driven by applications from climate forecasting, healthcare, and the social good. Lester moved to Microsoft from Stanford University, where he was an assistant professor of Statistics and, by courtesy, of Computer Science. He earned his PhD in Computer Science and MA in Statistics from UC Berkeley and his BSE in Computer Science from Princeton University. He co-organized the second place team in the Netflix Prize competition for collaborative filtering; won the Prize4Life ALS disease progression prediction challenge; won prizes for temperature and precipitation forecasting in the yearlong real-time Subseasonal Climate Forecast Rodeo; and received best paper, outstanding paper, and best student paper awards from the ACM Conference on Programming Language Design and Implementation, the Conference on Neural Information Processing Systems, and the International Conference on Machine Learning. He is a 2023 MacArthur Fellow, a Fellow of the Institute of Mathematical Statistics, an elected member of the COPSS Leadership Academy, and the recipient of the 2023 Ethel Newbold Prize.
Peter J. Liu
Peter J. Liu is a Research Scientist at Google DeepMind in the San Francisco Bay area, doing machine learning research with a specialisation in language models since 2015 starting in the Google Brain team. He has published and served as area chair in top machine learning and NLP conferences such as ICLR, ICML, NEURIPS, ACL and EMNLP. He also has extensive production experience, including launching the first deep learning model for Gmail Anti-Spam, and using neural network models to detect financial fraud for top banks. He has degrees in Mathematics and Computer Science from the University of Toronto.
About XTX Markets:
XTX Markets is a leading financial technology firm which partners with counterparties, exchanges and e-trading venues globally to provide liquidity in the Equity, FX, Fixed Income and Commodity markets. XTX has over 200 employees based in London, Paris, New York, Mumbai, Yerevan and Singapore. XTX is consistently a top 5 liquidity provider globally in FX (Euromoney 2018-present) and is also the largest European equities (systematic internaliser) liquidity provider (Rosenblatt FY: 2020-2023).
The company’s corporate philanthropy focuses on STEM education and maximum impact giving (alongside an employee matching programme). Since 2017, XTX has donated over £100mn to charities and good causes, establishing it as a major donor in the UK and globally.
In a changing world XTX Markets is at the forefront of making financial markets fairer and more efficient for all.
 

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