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IEEE Reveals Predictions for Top Technology Trends of 2025

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From leveling the AI playing field to advancing drone technology and medical diagnostics via wearables, 2025 will deliver new, efficient computer science-based solutions for consumers and businesses

LOS ALAMITOS, Calif., Jan. 14, 2025 /PRNewswire/ — IEEE, the world’s largest technical professional organization dedicated to advancing technology for humanity, announced today, together with the IEEE Computer Society (CS), its 2025 Top Technology Predictions. The report contains a forecast of the trends that will have the greatest impact on the global computer engineering industry in 2025, redefining and re-shaping the global community for years to come.

“Each year, the IEEE Computer Society strives to summarize the technology trends driving the future of computer science and engineering through our annual Technology Predictions,” said Dejan Milojicic, IEEE Computer Society Technology Predictions Committee Chair, IEEE Fellow, and 2014 IEEE Computer Society President, “The experts who make up our Committee thoroughly examine what’s happening today to ensure the IEEE Computer Society and the larger computer science and engineering community are prepared and can both lead new directions for the field and respond to the opportunities these developments will bring. Advances with these technologies will be reflected in the coming year at our top-ranked industry conferences and peer-reviewed journals.”

The Committee evaluated technologies based on the likelihood of commercial or research success in 2025, impact on humanity, maturity, market adoption, and adoption horizon. Based on that evaluation, the Committee scored each technology with a letter grade using a U.S.-based educational evaluation scale, with A serving as excellent, B as average, and C as low potential in the coming year.

For 2025, the Committee identified the top five computer science and engineering technologies that will have the most significant impact on the global ecosystem, focusing on those with the most advancement, largest market adoption, and market maturity. These technology trends include:

Leveling of the AI playing field with new forms of Large Language Model (LLM) deployment: As AI continues to grow in accessibility, companies will seek out ways to efficiently leverage LLMs. For instance, open-source communities create ways for developers to efficiently tap into successful models, and cloud services are providing LLM solutions with integrated prompt engineering. Hardware evolution will continue to specifically accommodate for optimal run of LLMs, and model compression will continue. As a result, 2025 will see deployments of Small Language Models and exotic, special-purpose models, transforming industries through more domain-specific and efficient AI applications.

Expanding access to drones: In 2025, expect to see Drone-as-a-Service (DaaS) redefine logistics, agriculture, and disaster response, offering reliable, low-cost solutions with quick turnarounds. Advancements in technology, including size, weight, and power optimization, battery life, and electric vertical take-off and landing aircraft (eVTOL) technologies will further boost adoption, making drones more commercially viable and efficient for a variety of industries.

Commercial success of AI agents: Building on the success of LLM accessibility, AI agents will combine LLMs, machine learning (ML) models, and rule-based systems to provide autonomous, highly specialized solutions for finance, manufacturing, and retail operations. The coinciding advancement of small language models will lower hardware requirements and enable easier fine-tuning of AI agent solutions, and open-source AI libraries and models will allow for model and data ownership. In addition, cloud solutions with friendly user interfaces and low code approaches will increase the accessibility of these solutions in 2025.

Businesses will deploy AI agents for a variety of customer service and simplified operational tasks.

More widespread evaluation of AI-enhanced robotics: In 2025, embodied intelligence will enable robots to perceive, learn, and collaborate in dynamic environments, achieving unprecedented autonomy and human-like adaptability. We can expect advancements in research settings, including work on LLMs, multimodal AI, and computer vision; advanced edge computing and 5G/6G networks; next-generation battery technology, wireless charging, and energy storage; integrated sensors with advanced fusion capabilities and real-time analytics to enable enhanced perception and seamless interaction; and robust data integration from the Internet of Things (IoT) for real-time adaptability. At the same time, engineers will continue exploring standardized protocols for robot-to-robot communication to ensure seamless interaction and collaboration.

Increased conceptualization of wearables/biomarkers in medicine/wellness: In the coming year, we expect to see wearables make the transition from pure fitness tracking to early concepts of products for medical-grade monitoring of chronic conditions. Devices will have the ability to track biomarkers for early disease detection and proactive wellness, enabled by the identification of low-cost, specific biomarkers. In addition, new ML algorithms and accelerators will be created to perform sophisticated computations, and at the same time, miniaturized electronics will address practical needs, supported by new forms of battery efficiency and integrated circuit technologies.

In addition to these top technology developments, the Committee also anticipates the following technologies will experience significant growth over the next year: IT/energy convergence; augmented AI; autonomous driving; SmartAg; functional safety/autonomous vehicles; AI-assisted drug discovery; sustainable computing; mis/disinformation; AI-based medical diagnosis, AI-optimized green high-performance computing; next-gen cyberwarfare; new battery chemistries; data feudalism; nuclear-powered data centers; tools and policies for AI regulation; brain-computer interfaces (ones that enhance interfaces between humans and computers, particularly for those with disabilities); and space computing. A detailed dive into each of these areas can be accessed in the full report.

Recommendations
Beyond outlining computer science and engineering trends, the 2025 Technology Predictions Committee offers insights into how industry, government, academia, and professional organizations can support and advance these developments. Key recommendations for these groups include:

Industry: Explore new facets of LLM deployment and start delivering AI agents in areas where they can complement human labor.

Government: Invest in tools and policies for AI regulation in broad domains and foster industry to drive AI-assisted drug discovery.

Academia: Research and prototype AI-optimized, green High Performance Computing (HPC), and prototype brain-computer interfaces for a select set of ethically approved use cases.

Professional Organizations: Define standards and best practices for wearables/biomarkers in medicine/wellness, foster safe and ethically aligned augmented AI, and encourage AI-based medical diagnosis for existing/new diseases.

“The 2025 Technology Predictions offer us an opportunity to really look at where the industry is headed,” said Hironori Washizaki, 2025 IEEE Computer Society President. “As the leading computer science and engineering organization, it is imperative that we provide the vision to guide not only our members, but the greater community, towards the future. These predictions enable us to partner with the community to help lead and drive the advancements that will transform the field as we know it.”

To download the complete 2025 Technology Predictions Report, please visit computer.org.

About IEEE

IEEE is the world’s largest technical professional organization and a public charity dedicated to advancing technology for the benefit of humanity. Through its highly cited publications, conferences, technology standards, and professional and educational activities, IEEE is the trusted voice in a wide variety of areas ranging from aerospace systems, computers, and telecommunications to biomedical engineering, electric power, and consumer electronics. Learn more at https://www.ieee.org.

About the IEEE Computer Society
Engaging computer engineers, scientists, academia, and industry professionals from all areas and levels of computing, the IEEE Computer Society (CS) serves as the world’s largest and most established professional organization of its type. IEEE CS sets the standard for the education and engagement that fuels continued global technological advancement. Through conferences, publications, and programs that inspire dialogue, debate, and collaboration, IEEE CS empowers, shapes, and guides the future of not only its 375,000+ community members, but the greater industry, enabling new opportunities to better serve our world. Visit computer.org for more information.

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Northern Hemisphere Heat Drives Demand for Cooling and Sun-Protection Products on Yiwugo

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YIWU, China, July 24, 2026 /PRNewswire/ — Yiwugo.com, the official website of the Yiwu Commodity Market, is the largest commodity wholesale market in the world. The final whistle may have blown on the World Cup, but the intense heat gripping the Northern Hemisphere shows no sign of letting up. Europe has experienced unusually hot weather this year, sparking not only a surge in demand for air conditioners but also a boom in portable handheld fans. Merchants on Yiwugo say that in previous years, European customers would begin placing orders in March or April and take their time completing their annual procurement. This year, however, the purchasing season has stretched well into summer, with a flood of new buyers coming in, most of them looking for small handheld fans. With customers eager to capitalize on the peak summer season, delivery timelines have also become significantly tighter. Whereas orders in previous years could generally be fulfilled within a month, merchants are now frequently being asked to deliver within about a week, leaving manufacturers scrambling to keep pace with demand.

Lingpan Official Flagship Store has specialized in the production and sales of small fans, insulated cups, and related products for 15 years. This summer, demand from European customers for high-speed small fans has risen sharply, accompanied by urgent delivery requirements. Many customers began requesting shipment just one week after placing their orders, hoping the products would arrive in time for the World Cup and the ongoing heatwave across Europe. One long-standing European customer purchased only five models of small fans from Lingpan last year. Anticipating stronger demand ahead of this summer, the customer expanded the order to 10 models. The first shipment sold out soon after arriving at port, prompting several subsequent repeat orders. European buyers have shown particular interest in high-speed cooling fans and placed great requirements on product quality. So far this year, Lingpan’s fan sales have more than doubled compared with the same period last year, with total purchases reaching approximately RMB 1 million.

Beyond Europe, the owner of Lingpan, Ling Pan pointed out that the Indian market has also undergone significant changes over the past two years. Indian customers are showing great interest in panda-shaped fans, drinking cups, and related products. Procurement volumes among many Indian buyers have increased substantially, with average annual purchases now reaching several hundred thousand yuan.

Unlike European countries grappling with sudden heat waves, Asian markets such as Japan and South Korea, where summers are consistently hot and air conditioners and fans are already everyday essentials, have shown much stronger demand for sun-protection products. From April 1, 2026 to date, sales of sun-protection masks on Yiwugo have increased by 31.6% YoY, while sales of sun-protection face shields surged by 72.42% and sun hats rose by 8.1%.

Chen Jia, a Yiwugo merchant, has engaged in the production and sales of sun-protection masks and sun-protection face shields for eight years. Chen operates the Xiao Zhen and Xiao Mian Sun-Protection Products Workshop in District 4 of the Yiwu International Trade Market. In recent years, the company has customized cooling nylon fabrics for customers in Japan and South Korea. Sun-protection masks and sun-protection face shields made from this material not only offer UPF 50+ protection, but also maintain a more structured shape and are less susceptible to snagging or deformation. Their protective performance remains effective after routine washing, and the products can last for more than five years under normal use.

In 2024, a TV shopping operator from South Korea contacted Xiao Zheng and Xiao Mian through Yiwugo and began placing orders after inspecting the products in person. Over the following two years, the company continued to improve the fitness and design of its sun-protection products. It introduced sun-protection face shields with breathable mesh panels and incorporated soft supports around the nose area to prevent the masks from rubbing against lipstick. These product upgrades have steadily driven up customer ratings on the client’s store. Annual procurement, initially valued at around RMB 300,000, has risen year by year, and the company has since developed into a recognized brand in the local market.

Persistent heat across the Northern Hemisphere has been creating new forms of cross-border consumer demand while enabling Yiwugo merchants to keenly capture shifts in overseas markets. From the strong sales of small portable fans in Europe to the rising demand for functional sun-protection products in Japan and South Korea, the diversity of orders reflects both consumers’ need for relief from extreme heat and the ability of Yiwu manufacturers to strengthen their presence in global markets through product innovation and rapid fulfillment. Faced with a rapidly changing international market, many merchants are continuing to refine product designs, upgrade fabric techniques, and enhance supply efficiency. By leveraging Yiwugo to broaden their export channels, they are keeping pace with overseas consumption trends and capitalizing on the expanding market for cooling and sun-protection products, turning the summer heat into new momentum for cross-border trade.

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Snorkel AI Highlights First Wave of Open Benchmarks Grants Projects

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SAN FRANCISCO, July 24, 2026 /PRNewswire/ — Snorkel AI today highlighted the first group of projects supported through Open Benchmarks Grants, a $3 million commitment to support open-source datasets, benchmarks, and evaluation research.

Launched in February 2026, Open Benchmarks Grants has received hundreds of applications from researchers, labs, and engineers working to address a growing challenge: AI systems are advancing faster than the field’s ability to rigorously measure their performance on realistic, consequential work.

“From complex environments and huge autonomy horizons to rich, sophisticated outputs, these projects tackle some of the field’s hardest evaluation challenges,” said Fred Sala, a member of the Open Benchmarks Grants steering committee and assistant professor at the University of Wisconsin–Madison. “I’m excited to see the broader research community use, validate, and build on them.”

Open Benchmarks Grants provides selected teams with funding, expert data development support, research and engineering collaboration, and platform resources. Supported projects include:

Frontier-Bench (formerly Terminal-Bench 3.0), developed with Laude Institute and the Harbor community, is a harder, more domain-diverse successor to Terminal-Bench 2.1 — built in the open, task by task, under continuous adversarial review.Agents’ Last Exam, developed with UC Berkeley RDI and the RDI Foundation, evaluates agents on long-horizon, economically valuable professional workflows. It spans 55 sub-industries and includes more than 1,500 tasks toward a 5,000-task target, sourced and validated by more than 300 industry experts.OSWorld 2.0, developed with XLANG Lab, evaluates computer-use agents on 108 long-horizon workflows across 31 self-hosted web environments and professional desktop applications.Continual Learning Bench, developed with UC Berkeley SkyLab and the University of Wisconsin–Madison, measures whether agents genuinely improve across sequential, stateful tasks.SlopCode Bench, developed with the University of Wisconsin–Madison, measures how code quality degrades as coding agents repeatedly modify and extend their own solutions.Terminal-Bench 2.1, developed with Stanford University, Laude Institute and the Harbor community, evaluates agents on challenging work in terminal environments. The release corrected 28 tasks and introduced continuous validation.

With support from Open Benchmarks Grants, Terminal-Bench Science is also now in development, extending the Terminal-Bench framework to computational research workflows across the life, physical, earth, and mathematical sciences.

Beyond the grants program, Snorkel led the development of Senior SWE-Bench with the research teams at Princeton University and the University of Wisconsin–Madison. The benchmark evaluates coding agents on senior-level engineering work, including implementing features from realistic instructions, investigating bugs that require runtime analysis, and producing code that follows existing codebase conventions.

Open Benchmarks Grants was established with support from Hugging Face, Prime Intellect, Together AI, Factory, Harbor, and PyTorch. Applications remain open and are reviewed on a rolling basis.

Learn more and apply for a grant at benchmarks.snorkel.ai.

About Snorkel AI
Snorkel AI is the frontier AI data lab, helping teams build the data and environments behind high-performing frontier and agentic AI. We combine technology with research-driven AI data development to create datasets, benchmarks, evals, and custom solutions for real-world AI systems. Founded out of the Stanford AI Lab in 2019, Snorkel works with leading AI labs and enterprises to move from better data to better outcomes. 

media@snorkel.ai

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Payzli Vaults to No. 3 on Tampa Bay’s Fast 50, Up From No. 22 in One Year

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Payments technology company, Payzli earns a second consecutive Fast 50 ranking, crediting the climb to accelerating partner and merchant growth on its proprietary technology stack.

TAMPA, Fla., July 24, 2026 /PRNewswire/ — Payzli, the partner-first payments technology company, has been named the No. 3 fastest-growing company in the region on the Tampa Bay Business Journal’s 2026 Fast 50 – a 19-spot climb from its No. 22 debut last year, and the company’s second consecutive year on the list.

The ranking was announced July 23 at the Tampa Bay Business Journal’s Fast 50 event in Tampa, where Co-Founder and Chief Revenue Officer Naim Hamdar accepted the award alongside members of the Payzli team.

Payzli attributed its growth to a compounding effect: a national network of ISOs, agents and ISVs bringing merchants onto a technology platform Payzli built and operated in-house. 

That platform rests on three proprietary pillars:

Payzli Connect: the company’s payment CRM and merchant-and-partner dashboard, giving agents and ISOs daily residuals visibility and giving merchants a single place to run their account.Payzli POS: AI-powered point-of-sale and business software purpose-built for service businesses, including salons, med spas, wellness studios, and independent operators.Payzli Transact: an online payment gateway built on Visa Platform Connect through Payzli’s partnership with Visa Acceptance Solutions.

The Visa Acceptance Solutions partnership is central to how Payzli frames its credibility: rather than assembling a growth story on top of borrowed infrastructure, the company processes on rails backed by one of the most established networks in the industry alongside Fiserv and TSYS – a point that matters to the partners and merchants deciding where to place their volume.

“A second year on this list, and a jump to No. 3, isn’t about one good quarter. It’s about a network deciding to build with us and stay,” said Naim Hamdar, Co-Founder and Chief Revenue Officer of Payzli. “Every rank on this list represents partners we’ve earned and merchants who trust us to run their payments. We built the technology in-house so we could keep the promises the industry usually breaks: nothing hidden, a real person in reach, and daily residual visibility our agents can actually count on. That’s what this ranking measures and it’s why we’re doing it all, for the joy of business.”

“They say nothing in Tampa moves fast except the afternoon thunderstorms, so making the Fast 50 two years running feels pretty good,” said Kapil Pershad, Co-Founder and Chief Technology Officer of Payzli. “In all seriousness, this is a credit to our team and the businesses that trust us to power their growth.”

The Fast 50, produced by the Tampa Bay Business Journal, recognizes the fastest-growing private companies in the Tampa Bay region. Payzli’s return to the list and its move into the top three reflects a merchant-first product suite and a rapidly expanding national partner network across the payments and embedded-finance landscape.

About Payzli

Payzli is an end-to-end payments technology partner that makes accepting payments simpler and affordable for businesses of all sizes and risk levels. Founded in 2020 and headquartered in Tampa, Florida, Payzli brings together in-person processing, an advanced online gateway, AI-powered point of sale, and mobile and contactless payments – backed by its own technology, honest pricing, and dedicated human support. Built partner-first, Payzli equips ISOs, agents, developers, and independent software vendors to grow, with direct integrations to major processing platforms, in-house underwriting, a flexible credit policy, a Visa Acceptance Solutions foundation partnership, and sponsor-bank backing from Esquire Bank, a NASDAQ-listed strategic investor in Payzli. For more information, email partners@payzli.com or visit payzli.com.

Payzli is a registered trademark of United Payment Systems LLC. United Payment Systems LLC is a registered ISO of Esquire Bank (Jericho, NY), Commercial Bank of California (Irvine, CA), and KeyBank, National Association (Cleveland, OH).

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