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Temporomandibular Joint Implants Market to Reach USD 2.5 Billion by 2030: Key Players and Market Drivers.

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Ohio, Cleveland, April 25, 2023 (GLOBE NEWSWIRE) — Market Overview:

Temporomandibular joint (TMJ) implants are made to be surgically inserted into the jaw to replace the temporomandibular joint. Metals, silicone, Teflon, plastics, and combinations of these materials have all been tried to replace the TMJ either whole or partially. To restore TMJ function, which includes the ability to chew and open and close the mouth, these implants are used. But still, a synthetic joint might not be able to carry out all of a natural joint’s motions.

Market Size Growth Rate:

According to the DataM market research report, the global temporomandibular joint implants market size was valued at US$ billion in 2022; it is projected to reach US$ 2.5 billion by 2030, with growth at a CAGR of 5.4% over the forecast period (2023-2030).

Increased technological advancements, an increase in oral and maxillofacial surgeries, and other factors will increase demand for surgical and nonsurgical treatment options, such as TMJ implants, among patients with temporomandibular joint disorder (TMJD), which causes pain while speaking and chewing, difficulty opening the mouth or jaw, a limited range of motion, and inflammation near the head and jawbone.

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Market Drivers:

The market is being driven by the rapid improvement of technology. Recent advancements in biotechnology and tissue engineering could have an impact on how the TMJ is surgically managed. The use of electrospun and conducting polymer biomaterials to fill in bone defects, the use of biophysical and electrical manipulation to replace growth factors, the use of 4-D printed shape memory polymers for use with minimally invasive surgery, cell homing, gene delivery to joints, and genome editing with CRISPR/Cas will all have significant effects on the future of TMJ surgery and treatment.

For instance, in February 2020, advanced 3D printing technology has been employed by the All India Institute of Medical Sciences (AIIMS) to improve the accuracy of such procedures. During a three-day workshop named the 2nd AIIMS Total TMJ Replacements Workshop, 2020, which has been going on at the Centre for Dental Education and Research (CDER), dental surgeons from all over the country are gaining training for this challenging procedure.

Market Restraints:

There are several health risks associated with heavy metal toxicity, which has emerged as a serious threat. Despite the fact that these metals have no biological purpose, they still have toxic effects that are harmful to the human body and its proper functioning, the cost of the procedure and treatment is very expensive, and the issues they cause during procedures will restrain the market growth.

Market Opportunities:

Robotic surgery improvements will increase market demand. Numerous hospitals now provide robotic surgeries for the treatment of various orthopedic disorders as a result of the growing use of surgical robots in the field of orthopedics, which has boosted the effectiveness of surgical treatments. In addition to their implants and navigational devices, some manufacturers are concentrating on creating surgical robots that can be utilized in spinal fusion surgery. These factors provide growth opportunity for the market.

COVID-19 Impact Analysis:

Both patients and healthcare professionals suddenly face a drastically different medical environment as a result of the COVID-19 epidemic. The demand for elective orthopedic surgery has changed significantly as a result of the exceptional times. It has been established in the past that public demand for elective surgical treatments is influenced by the state of the economy and the stock market. There have never been such tight guidelines recommended during the COVID-19 pandemic for elective surgeries. On March 13, 2020, the President of the United States proclaimed COVID-19 a national emergency. The American Academy of Orthopedic Surgeons (AAOS) and the Centers for Medicare & Medicaid Services (CMS) published recommendations for hospitals and surgical practices to postpone any elective operations and other unnecessary medical, surgical, and dental treatments.

Recent Developments in the Industry:

  1. On May 15, 2022, in a 10-year-old child, the KMC Hospital successfully conducted a dentofacial deformity procedure correction for TMJ ankylosis via total temporomandibular joint (TMJ) replacement. A child had previously undergone a number of procedures after being diagnosed with ankylosis using a variety of methods. The child’s medical problem had begun 10 days after birth as a parotid abscess and had developed into ankyloses. 
  2. On November 02, 2021, the launch of a new Temporomandibular Joint (TMJ) Institute on the IUPUI campus was announced by Indiana University School of Dentistry (IUSD). The TMJ Institute is a multidisciplinary, collaborative clinic created to support the treatment of patients with chronic or difficult temporomandibular joint dysfunction.
  3. On October 09, 2022, at the Government Medical Dental College, Kottayam, a highly complex mandibular joint replacement surgery was successfully finished for the first time in the history of a government medical college. The 56-year-old Kottayam patient underwent an unusual procedure. The mandible and its joint had to be surgically removed due to a tumor in the mandible, and a new artificial joint was put in their place.

View Full Report: https://www.datamintelligence.com/research-report/temporomandibular-joint-implants-market

Market Segmentation:

As per the research analysis, the global temporomandibular joint implants market is segmented by type into mandibular component and fossa component; by material into cobalt-chromium-molybdenum, titanium alloy, ultra-high molecular weight polyethylene (uhmwpe), aluminum, silicone and others; and by end user into hospitals, ambulatory surgery centers and others.

  1. Based on end user, the hospital segment is estimated to hold a significant market share over the forecast period (2023-2030). The dominance of the hospital segment of the market is related to the high volume of implantable surgical procedures performed in hospitals, the quick growth in orthopedic specialty hospitals in emerging nations, and the availability of required infrastructure at these facilities. 

For instance, on March 2022, an eight-year-old child who had fractured his lower jaw after falling from a height underwent jaw joint replacement surgery at the Government Institute of Medical Sciences hospital, the first such procedure in the neighborhood. The accident that had fractured the child’s lower jaw but could not have been identified at the time of injury had left him with temporomandibular joint (TMJ) ankyloses, a rare disorder in which the lower jaw is discovered fused with the skull base, since the age of three. After five years, the boy is finally able to open his mouth fully thanks to the three-hour procedure carried out by three surgeons earlier in the week.

Geographical Classification:

The global temporomandibular joint implants market is segmented into North America, Europe, South America, Asia Pacific and Middle East & Africa.

North America Temporomandibular Joint implants Market:

The market is anticipated to grow as a result of the high prevalence of oral cancer and the rising incidence of temporomandibular joint disorders in the region. For instance, on January 2022, the TMD was characterized as a collection of diseases affecting the masticatory muscles, the temporomandibular joint (TMJ), and related structures, according to the American Academy of Orofacial Pain. Over 10 million Americans have at least one TMJ issue, according to Dr. Jasjot Sahni, DDS, FAAOP, and Clinical Assistant Professor at the Oral Medicine and Facial Pain Clinic at the UIC College of Dentistry. TMD can be brought on by a variety of things, including stress, trauma, clenching or grinding habits, and hard food chewing.

Europe Temporomandibular joint implants Market:

The European market will probably grow significantly. The demand for TMJ implants from this region has increased significantly over the past decade and will do so again in the years to come due to the constant development of novel products and services, the introduction of new technologies, and the sizeable investments made in R&D activities by major players. 

Asia Pacific Temporomandibular joint implants Market:

The involvement of significant players in the region is responsible for the market growth. Also, an increase in the frequency of dental fractures and injuries is predicted to fuel market expansion. Additionally, the market is expected to rise due to the quick development of digital health technology and the significant market demand for improved orthopedic implants in China and India. For major companies in the orthopedic implants market, Asia-Pacific has lucrative potential, resulting in the market’s quickest growth rate. 

Competitive Analysis:

There are numerous international, regional and local suppliers in the global temporomandibular joint implants industry. The competition in the local market is fierce. The vendors compete based on price, product quality, and dependability. As a result, to prosper and survive in a competitive market, suppliers must provide cost-efficient and effective products.

Major Companies:

Major companies working towards the market’s growth include Zimmer Biomet Holdings Inc., Ortho Baltic., Xilloc Medical B.V., AB. Dental Devices Ltd., CADskills, RAOMED, Stryker, Osteophoenix, and others.

Additional Benefits Post Purchase:

1) Unlimited Analyst support for a period of 1 year. 

2) Any query with regard to the scope offered will be addressed within 24- 48 hours.

3) An Excel sheet with market numbers will be provided separately.

The Full Report has the below insights:

  • The report offers a comprehensive evaluation of the market in terms of market value (US$) and Y-o-Y Growth Rates (%). It does so via in-depth qualitative insights, historical data (2021-2022) and verifiable projections about market size during the forecast period (2023-2030).
  • Visualize the composition of the global temporomandibular joint implants Market segmentation by type, by material, by end user and region, highlighting the key commercial assets and players. 
    • By Type: Mandibular component and Fossa component. 
    • By Material: Cobalt-Chromium-Molybdenum, Titanium alloy, Ultra-High Molecular Weight Polyethylene (uhmwpe), Aluminum, Silicone and Others.
    • By End User: Hospitals, Ambulatory surgery centers and Others.
    • By Region: North America, South America, Europe, Asia Pacific, Middle East & Africa
  • Identify commercial opportunities in the global temporomandibular joint implants market by analyzing trends and co-development deals.
  • The report also covers data insights on various industry forces such as Porter’s five forces analysis, supply chain analysis, pricing analysis, and regulatory analysis.
  • Excel data sheet with thousands of data points of global temporomandibular joint implants market-level 4/5 segmentation.
  • PDF report with the most relevant analysis cogently put together after exhaustive qualitative interviews and in-depth market study.
  • Product mapping in Excel for the key product of all major market players
  • The report will provide access to approximately 61 market data tables, 64 figures and close to 180 pages.

About Us:

DataM Intelligence 4 Market Research is a premier market research and business consulting firm that empowers businesses with accurate, reliable, and real-time market data and insights across a wide range of industries. Established in 2017, we have collaborated with over 750 companies, delivering valuable market intelligence for more than 6000 markets. Our expertise, extensive industry coverage, and robust research methodology have earned us the trust of our clients, making us their go-to partner for market intelligence needs.

At DataM Intelligence, we provide comprehensive, insightful, and actionable market intelligence, helping businesses navigate complex market landscapes and make informed decisions. Our dedicated team of analysts and industry experts possess in-depth knowledge and experience in their respective fields, ensuring the highest levels of accuracy and data integrity. Choose DataM Intelligence for all your market research and business consulting needs and experience the difference our commitment to excellence can make for your business.


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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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$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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