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Univfy® Publishes Study in Nature Communications, Validates Univfy Artificial Intelligence (AI)/Machine Learning (ML) Platform’s Superior In Vitro Fertilization (IVF) Live Birth Predictions, Key to Improving IVF Access, Affordability and Clinical Outcomes

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New research highlights Univfy IVF live birth prediction models performing significantly better than US registry-based model using model metrics key to improving IVF access, affordability and clinical outcomes.

SAN FRANCISCO BAY AREA, Calif., April 18, 2025 /PRNewswire/ — Univfy, a leading innovator in fertility and health AI, today announced the publication of peer-reviewed research in Nature Communications demonstrating clinic-level, real-world validation of its proprietary IVF live birth prediction models and model metrics that are requisites of economic and clinical solutions to improve IVF access, affordability and clinical outcomes.  Specifically, the study, titled “Machine learning center-specific models show improved live birth predictions over US national registry-based model” shows Univfy models outperformed US national registry model with significant improvements in model metrics, F1 score (the harmonic mean of precision and recall) and precision-recall area-under-the-curve (PR AUC). Beyond improved accuracy, these metrics measure a model’s ability to minimize false positives and false negatives, a quality that is critical in real-world economic solutions including value-based care and actuarial models.  To contextualize, of the 4,645 patients and 6 centers analyzed in the study, Univfy models correctly predicted that 76% of patients had first-cycle IVF live birth probabilities (LBP) of 50% or greater. Most importantly, 23% of patients correctly predicted to have LBP ≥ 50% by Univfy models were given lower LBPs by the US national registry model. Further, Univfy correctly predicted that 11% of patients had LBP ≥ 75% (actual live birth rate 81%), whereas the US national registry model did not identify any of them as having LBP ≥ 75%. 

This publication marks a significant milestone in validating the science behind the Univfy AI/ML Platform and its potential to enable economic solutions, such as value-based IVF care, that are key to expanding IVF access and affordability.  This study builds upon prior research showing 2-3x improvement in IVF utilization with Univfy® PreIVF Report-based patient counseling and AI/ML IVF live birth prediction model validation for centers in the US, UK and EU, demonstrating the value of using locally validated AI-powered solutions in real-world clinical settings.

“This publication is a testament to the rigorous science behind the Univfy AI/ML Platform enabling it to correctly predict the excellent IVF outcomes that are achieved by our collaborators and the broader IVF ecosystem yet are conventionally under-appreciated,” said Dr. Mylene Yao, CEO and Cofounder of Univfy. “Univfy was founded to improve patient-centric care, especially in supporting patient IVF prognostic counseling. Through our work to improve IVF cost-success transparency, we have now established a platform that also enables scaled production of validated economic solutions that are not only win-win for patients, providers and healthcare stakeholders but are urgently needed to help more women and couples to access and afford IVF to have a family.”

Stakeholder Benefits From Key Findings

For patients: Improved IVF cost-success transparency to inform fertility care and family-building decisions.For healthcare providers: Enhanced patient-counseling and simplified clinical workflow and efficiency to avoid underestimation of IVF efficacy and treatment delays.For health insurers & benefits programs:  Improved members’ experience and transparency, provider support and IVF coverage expansion with predictability and cost-savings.

About Univfy
Univfy, a Series B company based in the San Francisco Bay Area, is improving IVF success, access and affordability. Developed by Stanford University researchers, the proprietary Univfy AI/ML Platform delivers an accurate, personalized and validated pre-treatment probability of having a baby from IVF and other treatment options to empower each patient’s decision-making. The Univfy platform also enables providers to offer value-based IVF pricing at scale to make IVF more affordable. Univfy has commercialized provider solutions in the US, UK and EU via a B2B model to support providers in patient counseling, clinical analytics, and business analytics including delivery of customer relationship management tools. The Univfy AI/ML Platform is scaled to support enterprise level health plans and benefits programs to realize cost-savings by improving patient-centric care and enabling value-based IVF care delivery. The Univfy AI/ML Platform, technology and products are protected by Univfy’s US & global intellectual property portfolio with issued and pending patents and copyrights.

About Infertility, IVF and the IVF Market
Infertility refers to the need for medical care to have a baby. Infertility affects one in six people of reproductive age or over 200 million (M) globally, including ~7-10M in the US, ~25M in the EU, ~3-5M in the UK, and ~186M in other countries. Overall, an estimated ~4M IVF treatments are performed worldwide each year, resulting in ~1M+ babies born annually. In the US, ~2% of babies born per year are conceived through IVF.  Although IVF is safe and efficacious, multiple treatments may be needed. High IVF costs, lack of insurance coverage and no guarantee of success are key barriers resulting in a dismal IVF utilization rate of ~3% in the US as fertility patients struggle to afford and access IVF.  

The above estimates are based on reports by the World Health Organization (WHO), the American Society for Reproductive Medicine (ASRM), RESOLVE: The National Infertility Association, US Centers for Disease Control and Prevention (CDC), the European Society for Human and Reproduction and Embryology (ESHRE) and others.  See the complete list of references here.

The global and US IVF market has undergone significant consolidation by private equity, with the IVF market size estimated at ~USD $25B (2023) and projected to reach ~USD $44B by 2033, with a CAGR of 5.57% from 2024-2033 (Biospace, April 2024). 

Media Contact:
media@univfy.com
investors.info@univfy.com

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Viettel Group and Vietnam’s Government Cipher Committee Unveil Security Chip Embedding Vietnamese Cryptography in Silicon

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HANOI, Vietnam, Nov. 3, 2026 /PRNewswire/ — Vietnam’s Government Cipher Committee and Viettel Group have unveiled VGC v1.0, a security chip integrating a domestically developed cryptographic algorithm directly into silicon, alongside the country’s first domestically designed secure semiconductor platform.

The project addresses concerns over potential data exposure associated with reliance on imported chips. By embedding cryptographic functions directly into hardware, Vietnam’s Government Cipher Committee and Viettel Group aim to strengthen Vietnam’s control over the design and verification of technologies used to protect sensitive information.

VGC v1.0 contains 300 million transistors in a 10 × 10 mm package and is fabricated using a 28-nanometre CMOS process. In performance tests, it performed encryption and decryption approximately 15 times faster than a software-only solution carrying out the same tasks. The first batch passed technical tests and received certification for socio-economic applications in the first quarter of 2026. Technical safeguards were also applied to protect the design before fabrication, reducing risks of information leakage and reverse engineering.

The Government Cipher Committee’s M2 unit established security requirements, developed the cryptographic algorithm and defined evaluation criteria, while Viettel Semiconductor Center designed and implemented the chip. Based on the open RISC-V instruction set architecture, the underlying platform enables Vietnamese engineers to modify processor designs and reuse established verification processes for future chip generations.

VGC v1.0 has already seen initial deployment in secure USB storage devices for Party, government and defence agencies. Planned applications include supporting Vietnam’s national digital signature certification system, which has more than two million digital certificates in circulation. Other potential uses span financial data protection, connected cameras and sensors, and critical infrastructure systems in electricity, water, oil and gas, and telecommunications. Products intended to protect state secrets would require further testing and certification under applicable standards.

“Researching, designing and developing secure semiconductor chips is a formidable challenge, requiring years of accumulated expertise, technological capabilities and highly skilled talent. Yet we believe that starting later does not mean accepting dependence on others. With the right strategy, focused resources and sustained commitment, we can steadily close the gap and move towards mastering technologies of strategic importance to our country,” said Lieutenant General Tao Duc Thang, Chairman and CEO of Viettel Group.

At the launch, the Vietnam’s Government Cipher Committee and Viettel Group signed an agreement covering plans for volume production, multicore security chips, specialist workforce development and testing on real devices. Viettel is also building a semiconductor fabrication plant in Hoa Lac as part of broader efforts to develop domestic capabilities across chip design, manufacturing and packaging.

Beyond the initial chip, the initiative establishes a foundation for future generations of security hardware, supporting Vietnam’s long-term efforts to reduce technological dependence and strengthen control over critical digital technologies.

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SOURCE Viettel Group

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USDGO Plus SP Among First Products on OSL’s Instant Redemption

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Eligible professional investors redeeming units of USDGO Plus SP through OSL may receive redemption proceeds on the same day, subject to OSL’s eligibility criteria and applicable terms and conditions

HONG KONG, Nov. 3, 2026 /PRNewswire/ — Units of PrimePlus SPC – USDGO Plus SP held via OSL are included in the initial batch of products covered by Instant Redemption, a feature OSL Group announced on 2 November 2026 for tokenised real-world asset (RWA) products on its licensed platform.

Eligible professional investors redeeming designated products through OSL may receive their redemption proceeds on the same day, subject to OSL’s eligibility criteria, product coverage and applicable terms and conditions. Designated products may also be subscribed for and redeemed in USDGO.

USDGO Plus SP is a segregated portfolio of PrimePlus SPC, a Cayman Islands segregated portfolio company registered with CIMA as a mutual fund. Under the co-operation framework of 2WA and OSL, fund units stay in custody via OSL, 2WA does not custody client fund units, and Instant Redemption is an OSL platform feature*.

OSL continues to provide custody and distribution for USDGO Plus SP. Instant Redemption does not change the fund’s redemption terms, registration status, offering documents, risk disclosures or investor eligibility requirements.

*Instant Redemption is only available to investors on the OSL platform who qualify as professional investors.

About 2WA

2WA is a real-world asset (RWA) and digital asset technology development company focused on expanding the utility of regulated assets. 2WA applies blockchain technology, including tokenization, to broaden how regulated assets such as fund units and listed equities are held, used and mobilized. Throughout, the underlying assets remain with licensed custodians. 2WA’s objective is to create new use cases for these assets and, in doing so, enhance their overall value for investors and institutions.

USDGO sits at the core of 2WA’s business. As an active contributor to the USDGO ecosystem, 2WA uses USDGO as the primary settlement and liquidity asset across its RWA products, and works alongside partners to broaden its adoption, deepen its liquidity and support the long-term growth of its ecosystem. For more information, visit https://2wa.io

About OSL

OSL Group (HKEX: 863) is a global stablecoin infrastructure company that strives to provide compliant and efficient digital financial infrastructure services globally, empowering enterprises, financial institutions and individuals to seamlessly exchange, pay, trade, and settle between fiat and digital currencies. Grounded in the core values of Open, Secure, and Liquid, it is committed to building a more efficient ecosystem that connects global markets and enables instant, seamless and compliant value movement worldwide. For media inquiries, please contact: media@osl.com

Media contacts

2WA: media@2wa.io
OSL: media@osl.com

Disclaimer

This press release is for information purposes only. It does not constitute an offer, solicitation, recommendation or inducement to buy, sell or otherwise deal in any digital asset, security or other financial product, and it is not financial, investment, legal, tax, accounting or other professional advice and should not be relied on as such. Views expressed do not necessarily reflect the official positions of OSL Group or its affiliates. Descriptions of products and services are for general reference only, and participation is subject to applicable terms, conditions and regulatory requirements. This press release may contain forward-looking or indicative information; actual outcomes may differ materially, and none of OSL Group, 2WA, PrimePlus SPC or their respective affiliates undertakes any obligation to update it.

USDGO Plus SP has not been authorised by the Securities and Futures Commission under section 104 of the Securities and Futures Ordinance (Cap. 571) (SFO), and its offering documents have not been reviewed by any regulatory authority in Hong Kong. Interests in USDGO Plus SP may be offered in Hong Kong only to professional investors, and only on the basis of the fund’s offering documents. Investing in digital asset funds involves significant risks, including the possible loss of the entire amount invested. Market-neutral strategies do not eliminate risk, and funding rates may turn negative. Past performance is not indicative of future results.

Instant Redemption is a feature of OSL’s platform. Its availability is subject to OSL’s eligibility criteria, limits and platform terms, and may be changed, suspended or withdrawn at any time. It does not amend the redemption terms of USDGO Plus SP and is not a guarantee of liquidity or of the return of any amount invested.

This press release is intended only for “professional investors” as defined in the SFO and its subsidiary legislation, must not be distributed or used in any jurisdiction where doing so would breach applicable laws, and does not constitute active marketing to the public in Hong Kong. Readers are responsible for complying with the laws of their own jurisdiction. The stablecoins referred to in this press release may be “specified stablecoins” under the Stablecoin Ordinance (Cap. 656); their issuers and OSL Digital Securities Limited (OSLDS) are not licensed under that Ordinance to conduct regulated stablecoin activities in Hong Kong. OSLDS is a permitted offeror under that Ordinance and offers such products in Hong Kong only to clients it has verified and accepted as professional investors.

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SOURCE 2WA

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THE KOREA INDUSTRY DAILY: ROBOTWORLD 2026 to Spotlight Physical AI and AI-Driven Manufacturing With 402 Exhibitors From 17 Countries

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Rainbow Robotics, Neuromeka and Samhyun to exhibit Nov. 4–7 near Seoul; NVIDIA and Qualcomm to participate in conference

GOYANG, South Korea, Nov. 3, 2026 /PRNewswire/ — ROBOTWORLD 2026 will bring together 402 companies from 17 countries at the Korea International Exhibition Center (KINTEX) Nov. 4–7. The 1,198-booth exhibition will explore how Physical AI and AI-driven manufacturing systems are being developed for industrial applications.

International exhibitors will include Taiwan’s Advantech, Japan’s FANUC and China’s Booster Robotics, PAXINI and Unitree. A Canadian delegation of 10 technology companies will participate in the exhibition and conference, while companies from India and Bangladesh will exhibit at ROBOTWORLD for the first time.

The International Robot Business Conference 2026 will extend the discussion of industrial applications through 36 sessions on Nov. 4–5. Its three tracks — Manufacturing AX (AI transformation), Humanoid with Physical AI and Mobility — will address AI adoption in production, robot intelligence and mobility across industrial and service environments. The Manufacturing AX track will feature presentations by representatives from Qualcomm and Advantech, while a speaker from NVIDIA will present in the Humanoid with Physical AI track. Qualcomm will also sponsor the exhibition.

According to the International Federation of Robotics’ World Robotics 2026 report, global industrial robot installations reached a record 603,307 units in 2025, marking an 11% increase from the previous year and surpassing 600,000 units for the first time. Asia accounted for 76% of all newly installed industrial robots, with 457,315 units installed, up 14% year-on-year. Global installations are forecast to reach 655,000 units in 2026, reflecting the continued expansion of industrial automation.

Against this industrial backdrop, the exhibition will explore Physical AI technologies that enable robots to perceive their surroundings, assess conditions and perform physical tasks. Korean exhibitors will address both task intelligence and the platforms and components that enable movement and manipulation.

Rainbow Robotics will exhibit its RBY mobile humanoid and RBQ quadruped series, while Neuromeka will present its Physical Skill Foundation (PSF) technology alongside the EIR humanoid and NAMI mobile humanoid platforms. Neuromeka describes PSF as supporting task execution involving unfamiliar objects and changing work environments. Samhyun will showcase its AXLON actuator series for robot joint actuation, torque control and linear motion, together with the BOLDUM autonomous transport robot for industrial material handling with payloads of up to 3 metric tons.

Beyond individual robots, the exhibition will examine AI-driven manufacturing through systems that combine collaborative robots, autonomous mobile robots (AMRs), machine vision and manufacturing software. Exhibitors will demonstrate how process data and material flows can inform robot and equipment operations across production processes.

Humanoid, food-tech and healthcare pavilions will provide focused views of these technologies and their applications. The newly established humanoid pavilion will cover complete robots, actuators, reducers, sensors, controllers and AI software. The food-tech pavilion will feature cooking, serving and kitchen automation. The returning healthcare pavilion will cover surgical, rehabilitation, wearable and care robots, as well as hospital logistics.

Business programs will connect the technology presentations with opportunities for procurement, exports and investment. Export and procurement matchmaking sessions will run Nov. 4–6, with suppliers and prospective buyers matched in advance for one-to-one meetings. A seminar on entering international markets will be held on Nov.5 providing practical information on certification requirements in different countries.

Global Scale-up Day on Nov. 6 will be open to small and medium-sized enterprises as well as startups in AI and robotics seeking investment and growth capital. Conducted entirely in English, the program will bring together venture capital firms, accelerators, strategic investors and M&A specialists.

“With increased participation by global companies and the addition of national and special pavilions, we hope this year’s exhibition will showcase the capabilities of Korean robotics companies and expand opportunities for practical cooperation between Korean and international businesses,” a ROBOTWORLD representative said.

ROBOTWORLD 2026 will take place at KINTEX Exhibition Center 1, Halls 3–5, in Goyang. Information on exhibitors, conference sessions and business programs are available at https://eng.robotworld.or.kr/.

About ROBOTWORLD

ROBOTWORLD is an international robotics exhibition covering industrial and service robots, core components, AI software and manufacturing automation solutions, alongside a conference and business programs. ROBOTWORLD 2026 is hosted by South Korea’s Ministry of Trade, Industry and Resources (MOTIR) and jointly organized by the Korea Association of AI Robot Industry (KAR), the Korea Institute for Robot Industry Advancement (KIRIA) and the Institute of Control, Robotics and Systems (ICROS).

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SOURCE THE KOREA INDUSTRY DAILY

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