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Squirrel Ai’s Dr. Joleen Liang Speaks at the Cambridge Generative AI in Education Conference 2024

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SHANGHAI, Dec. 15, 2024 /PRNewswire/ — The Cambridge Generative AI in Education Conference 2024 recently concluded in Cambridge, UK. The event was co-organized by the Faculty of Education at the University of Cambridge, the College of Education for the Future at Beijing Normal University, the Digital Education Futures Initiative (DEFI) at the University of Cambridge’s Hughes Hall, and the Glenlead Centre in London. Dr. Joleen Liang, co-founder of Squirrel Ai Learning, participated as a keynote speaker. 

The conference, themed “Human-Machine Collaboration and the Expansion of the Dialogic Space,” explored the role of artificial intelligence (AI) in driving innovation in education, improving teaching outcomes, enhancing student engagement, and redefining the role of educators. The event brought together thought leaders, researchers, and policymakers from around the world to discuss the opportunities and challenges of AI in education. 

AI in Education: A Mix of Joys and Concerns

During a panel discussion titled “AI in Education: Friend or Foe,” Dr. Ann Kristin Glenster of the University of Cambridge, Prof. Jenny Gibson of Neurodiversity and Developmental Psychology at the University of Cambridge, Prof. Yuan Li of Beijing Normal University, Co-chair Kellie Mote of the JISC Accessible Digital Futures Project, and Dr. Joleen Liang of Squirrel Ai shared their perspectives on the future of AI in education. 

Dr. Liang said that AI education should prioritize educational needs rather than just the technology itself. She noted that companies and researchers often become overly focused on AI advancements while neglecting the fundamental needs of education.

In K-12 education, it’s crucial for students to engage in problem-solving through active thinking and learning processes, rather than simply looking for direct answers. Squirrel Ai’s adaptive system was designed with this philosophy in mind, leveraging over 10 billion learning behavior records to analyze students’ strengths and weaknesses. By offering personalized learning recommendations instead of instant answers, the approach fosters cognitive development and discourages AI dependency. 

Dr. Liang explained that AI would complement teachers by assuming roles in knowledge transfer and skills training, while they would increasingly act as supervisors, data analysts, and psychologists. In Squirrel Ai’s system, educators focus on facilitating student learning rather than direct content delivery.  

Prof. Yuan Li emphasized the importance of using AI technology to drive educational innovation and prepare future teachers. Given the novelty of generative AI and related technologies, extensive research is needed to understand their implications, especially in teacher education. “Improving teachers’ AI skills is crucial, as they need to understand and apply these technologies,” said Prof. Yuan. “In China, there is significant policy support, and many companies have integrated large models into education systems for classroom use. To this end, our main focus is on how these technologies affect teachers’ practical teaching methods.”

Prof. Jenny Gibson saw great potential in integrating generative AI into relevant platforms and using it as an effective teaching method. However, she doesn’t expect teachers to be replaced any time soon, as “old-fashioned” learning methods and in-person classroom experiences remain crucial. 

Kellie Mote, co-chair of the JISC Accessible Digital Futures Project, commented that while AI holds great promise, it’s not a panacea. She advocated for responsible and trustworthy integration of AI technologies into educational settings.

Squirrel Ai Committed to Advancing AI Education

The conference highlighted the integration of generative AI in education and its transformative impact on academic practices, instructional design, and assessment. Keynote speeches included insights from several thought leaders.

Prof. Wayne Holmes from University College London presented “AI and Education: A Critical Studies Perspective,” examining AI’s role in education, debunking misconceptions, and addressing ethical challenges. He discussed balancing AI technology with education equity and human rights.

Prof. Rupert Wegerif from the University of Cambridge’s Faculty of Education spoke on “Generative AI and Expanding Dialogic Space,” exploring how generative AI fosters better thinking and communication among students. He advocated for leveraging AI technology to support education, aiming to enhance dialogic competence and benefit students in interdisciplinary and global dialogues.

Dr. Joleen Liang delivered a speech titled “Revolutionizing Personalized Learning through AI,” sharing Squirrel Ai’s research findings and insights on AI and personalized learning with international educators.

Since its inception, Squirrel Ai has invested over 2 billion yuan in technology research and development to advance AI in education. Leveraging over 10 billion student learning behaviors accumulated over the years, the company has developed the multimodal Large Adaptive Model (LAM) – the world’s first large model integrating adaptive technology with multimodal large models in the education sector. 

By leveraging its proprietary AI adaptive learning and teaching platform, Squirrel Ai is expanding into the smart hardware domain. Its comprehensive suite includes AI-enhanced core skills development, intelligent diagnostic assessments, in-depth knowledge evaluations, sequential learning, MCM learning strategies, skill mastery training, mistake analysis, spaced repetition, error tracking journals, performance feedback reports, and Level 5 AI-driven interactive teaching capabilities. The technology has earned widespread acclaim from parents, students, and educators alike.

Furthermore, Squirrel Ai has provided robust commercial support for the rapid adoption of its multimodal adaptive learning system through the efficient expansion of its offline stores. With over 2,000 physical smart learning tablet stores nationwide, Squirrel Ai is now the largest AI learning device brand by retail footprint in China. Looking ahead, Squirrel Ai remains committed to providing every child with the best AI teacher.

Dr. Joleen Liang also said that Squirrel Ai has formed the AI Education Large Model Standards Committee to establish standards for AI in education. While trust in technology is essential, setting parameters and norms is critical. This requires a comprehensive consideration of the technical and knowledge aspects of education to ensure the effectiveness and safety of AI systems.

Looking ahead, Squirrel Ai remains committed to the research and development of its multimodal LAMs, maintaining its leadership in technological innovation while consistently advancing personalized learning. By introducing new and innovative approaches, Squirrel Ai is driving changes in educational models, methodologies, and resources, creating new opportunities for the future of education.

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SOURCE Squirrel Ai Learning

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Beyondsoft Showcases Financial AI Solutions for Southeast Asian Markets at Hong Kong FinTech Week 2026

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Company presents financial technology platforms and shares experience in adapting solutions for Southeast Asian markets

HONG KONG, Nov. 3, 2026 /PRNewswire/ — Beyondsoft showcased its financial AI and digital solutions at Hong Kong FinTech Week x StartmeupHK 2026, where the company also shared its experience of adapting fintech capabilities developed in China to the needs of Southeast Asian markets.

The company presented its AI agent platform, mobile application development platform and enterprise digital currency payment collection system. Its team met with financial institutions, technology companies and industry organisations to discuss AI applications, implementation challenges and opportunities for collaboration across the region.

AI and Digital Solutions for Financial Services

Beyondsoft’s AI agent platform combines large language models with industry knowledge bases to support risk management, oversight of funds, automated regulatory reporting and targeted customer engagement. The platform is designed to bring AI into financial workflows and help institutions explore end-to-end automation of core business processes.

Built on Beyondsoft’s proprietary technology, the mobile application development platform supports financial apps across multiple device environments and enables faster updates, helping teams improve development and delivery efficiency.

The enterprise digital currency payment collection system provides payment collection services for financial institutions and corporate clients through a customised software-as-a-service model.

Conversations at the exhibition focused on where financial AI agents could be most useful, how to implement them and how to assess their business value. The team also discussed potential partnerships in mobile financial services and digital payments.

Adapting China’s Fintech Experience to Southeast Asian Markets

As part of the event, Ariel Lin, who leads Beyondsoft’s Innovation Lab and AI Practice, delivered a presentation on adapting China’s financial AI capabilities to Southeast Asian markets.

Drawing on China’s experience in core banking, AI-powered lending at scale and generative AI in production, Lin emphasised that international expansion requires more than exporting products. Technical expertise, experienced people and proven delivery practices are equally important.

Customer expectations, operations and infrastructure vary across Southeast Asia. Technology providers need to adapt their solutions to each market and work with local teams to build the skills needed to maintain and develop them. Technology transfer and knowledge sharing can help local businesses build these capabilities over time.

Addressing Local Regulatory Requirements

The presentation also examined differences in regulatory requirements across Southeast Asia, with examples from Singapore, Malaysia, Indonesia and Thailand. Topics included data protection, biometric identity verification, the fairness and explainability of AI-assisted decisions, and financial data sharing.

For cross-border projects, these requirements need to be considered from the outset. Data use must comply with applicable purpose limitations and consent requirements. Biometric applications require attention to liveness detection and accuracy, while AI-assisted decisions need to address fairness and explainability. Financial data sharing must also comply with local banking secrecy and credit information requirements.

Lin emphasised that compliance needs to be built into solution design and implementation to help financial institutions manage the risks of deploying AI across markets.

Experience in Cross-Border Delivery

Beyondsoft’s work for the overseas branches of a Chinese global bank illustrated the demands of cross-border technology delivery. The projects covered personal and corporate mobile banking, credit card applications, mobile workplace tools and mobile learning platforms.

The work required experience in financial systems development, coordination across platforms and complex project delivery. For institutions operating across borders, individual applications also need to work together, support business continuity and meet regional requirements.

With its International Headquarters in Singapore, Beyondsoft continues to connect technology expertise from China with business needs in Southeast Asia. Drawing on its financial technology experience and global service network, the company will explore AI applications and service models suited to regional markets, working with industry partners to bring AI into financial business processes.

******

About Beyondsoft

Beyondsoft is a global technology services and solutions company helping organisations accelerate digital transformation and turn technology into business value. With more than 30 years of experience and a global talent network of nearly 30,000 professionals, Beyondsoft delivers capabilities spanning AI and data intelligence, cloud and infrastructure, digital platforms, enterprise applications, managed services and localisation capabilities.

With its International Headquarters in Singapore, Beyondsoft supports organisations across Southeast Asia and beyond, combining global technology expertise with local market delivery capabilities. Through its ecosystem of technology partners and industry solutions, Beyondsoft works with organisations of all sizes to adopt emerging technologies, improve operational efficiency and drive sustainable growth.

www.beyondsoft.com

 

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SOURCE Beyondsoft

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Notice of Data Event

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EAST LONGMEADOW, Mass., Nov. 2, 2026 /PRNewswire/ — Magnolia Management Company, LLC (“Magnolia”) is providing notice of a recent data privacy event that may have affected limited protected health information for certain individuals. On April 3, 2026, Magnolia became aware of unauthorized activity in one employee email account. Upon discovery, Magnolia took immediate action to secure its email environment and investigate the scope of the event, including hiring a third-party forensic investigation firm. Following a thorough review, Magnolia confirmed that a limited amount of information may have been accessed by an unauthorized individual. Magnolia undertook a comprehensive review of the impacted data to identify what type of information was contained therein, and to whom that information belonged. On August 10, 2026, that review was completed.

In response to this event, Magnolia also implemented additional technical safeguards to further enhance the security of information in its possession and with the aim of preventing similar events from happening in the future. While there is no evidence of actual or attempted misuse of any information as a result of this event, Magnolia will be providing impacted individuals with access to complimentary credit monitoring and identity protection services.

Magnolia takes the confidentiality of information in its care very seriously and regrets any inconvenience or concern caused by this event. If you have any questions, please call our dedicated assistance line at 833-918-4065, Monday – Friday, 8 am – 8 pm CT, excluding major U.S. holidays.

Individuals are encouraged to remain vigilant against events of identity theft by reviewing credit reports, account statements, and explanation of benefits forms for suspicious activity and to detect errors.

Individuals may place a fraud alert or credit freeze by contacting the credit reporting agencies: TransUnion 1-800-680-7289, P.O. Box 2000 Chester, PA 19016, transunion.com; Experian 1-888-397-3742, P.O. Box 9554 Allen, TX 75013, experian.com; Equifax 1-888-298-0045, P.O. Box 105069 Atlanta, GA 30348, equifax.com.

Individuals can further educate themselves regarding identity theft, fraud alerts, credit freezes, and steps to protect their personal information by contacting the credit reporting bureaus, the Federal Trade Commission, or their state attorney general. The FTC may be reached at 600 Pennsylvania Ave. NW, Washington, D.C. 20580; www.identitytheft.gov; 1-877-ID-THEFT (1- 877-438-4338); and TTY: 1-866-653-4261. Instances of known or suspected identity theft should also be reported to law enforcement, your state attorney general, and the FTC.

View original content:https://www.prnewswire.com/news-releases/notice-of-data-event-302927076.html

SOURCE Magnolia Management Company, LLC

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Arrowpoint Investment Partners Selects Arcesium to Scale Asia-Focused Multi-Strategy Platform

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Asia-focused multi-strategy investment firm uses Arcesium’s Opterra™ investment lifecycle management platform to efficiently scale complex multi-manager, multi-asset strategies  

SINGAPORE, Nov. 3, 2026 /PRNewswire/ — Arrowpoint Investment Partners (“Arrowpoint”), an investment firm building an Asia-focused, multi-strategy platform, today announced that it has partnered with Arcesium, a leading global financial technology provider to the investment industry. Arrowpoint is leveraging Arcesium’s intelligent data management and operational platform, Opterra, along with its industry expertise and managed services, to scale its sophisticated, multi-asset investment strategies. Equipped with industry-leading technology, Arrowpoint is able to onboard new managers quickly and drive competitive edge across multiple asset classes and investment strategies as the platform scales.

“Using Arcesium’s technology and operational platform enables us to achieve efficient and scalable growth through our Asia-focused strategy,” said Woon Young Jeong, Chief Operating Officer of Arrowpoint. “The company’s pedigree of working with large multi-strategy firms, its managed services’ global coverage, and its intelligent technology made it the right partner to support our goals. Arcesium’s deep capabilities within the hedge fund ecosystem mean our portfolio managers can quickly deploy and scale new strategies, supported by operational infrastructure capable of matching our growth ambitions.”

Founded in 2024 by a former Millennium Asia co-CEO, the Singapore-headquartered firm manages $2 billion in funds, has a presence in Hong Kong and Dubai, and oversees 24 portfolio managers across Asia and the Middle East. As Arrowpoint grows and manages investment activity across multiple asset classes, the firm’s priority was to find an agile technology partner that meets rapid workflows and processes, while harmonizing large volumes of data.

Chris Barrow, Head of Revenue for EMEA & APAC at Arcesium, commented on the announcement: “We are delighted to partner with Arrowpoint as one of the most sophisticated and high-profile launches we’ve seen in Asia. Since opening the Arcesium office in Hong Kong earlier this year and expanding our presence in the region, we are quickly gaining momentum with other hedge funds and asset managers and are tapping into the vibrant market interest in Hong Kong and Singapore. Partnering with such a high-caliber client like Arrowpoint is a key milestone and we look forward to enabling the firm to scale in new directions with the support of our technology and managed services.”

Arcesium’s Opterra is a front-to-back investment lifecycle management platform that fits the unique operating environments of hedge funds, enabling optimized capital efficiency, increased productivity, and reduced operational risk. This partnership underscores Arcesium’s continued momentum in the APAC region as more firms look to modernize their technology infrastructure and scale with confidence.

ENDS

About Arcesium:

Arcesium© is a global financial technology company delivering front-to-back technology solutions for some of the world’s most sophisticated financial institutions, including hedge funds, asset managers, private markets, sell side, and digital assets firms. Expertly designed to achieve a synchronized golden source of data throughout a client’s ecosystem, Arcesium’s cloud-native technology is built to systematize the most complex workflows and help clients achieve scale.

Today, Arcesium services over $6.7T in gross AUM and over $1.2T in sell-side capital balances and has modelled over 178 million investments to date. Arcesium was built from a platform developed and tested by investment and technology development firm, the D. E. Shaw group, and launched as a joint venture with Blackstone Multi-Asset Investing. J.P. Morgan, another large client, later made a strategic investment in the company, helping Arcesium further its mission: to power the entire investment lifecycle. Arcesium currently has a staff of over 2,600 software engineering, accounting, operations, and treasury professionals.

For more information about Arcesium and its capabilities, visit www.arcesium.com and follow the firm on LinkedIn.

 
About Arrowpoint Investment Partners:

Arrowpoint is an investment firm building a differentiated Asia-focused, multi-strategy platform. Learn more at https://arrowpointfund.com/

Arcesium Media Contact:

Ivy Gitarts
Aspectus Group
Ivy.Gitarts@aspectusgroup.com
 

Arrowpoint Investment Partners Media Contact:
media@arrowpointfund.com

 

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SOURCE Arcesium

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