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Dataminr Announces 2024 AI for Good Partners

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Dataminr partners with social good organizations to scale humanitarian and human rights work through the use of AI

NEW YORK, Dec. 10, 2024 /PRNewswire/ — Dataminr, one of the world’s leading AI companies, today announced the selection of its 2024 AI for Good Partners. After a competitive application process that began in April, Dataminr is excited to designate the Data Entry and Exploration Platform (DEEP) and Mnemonic as the two partners that will receive tailored AI solutions to drive transformational impact for people and the planet.

Now in its third year, Dataminr’s AI for Good program connects non-governmental organizations and United Nations agencies with Dataminr AI scientists to turn compelling ideas with social impact into innovative AI solutions. Dataminr will collaborate with DEEP and Mnemonic on tailored AI projects that accelerate and optimize resources for more effective responses to humanitarian crises, and accountability for human rights violations:

DEEP, a multi-stakeholder consortium including the Danish Refugee Council and Data Friendly Space, will work with Dataminr to integrate user feedback into personalized tagging recommendations for DEEP’s free and open-source collaborative platform. DEEP was developed to facilitate knowledge-sharing across the sector, with more than 7,500 users in 90 countries leveraging the platform to quickly analyze reports – like situation reports and needs assessments – from the various entities involved in responding to a given humanitarian crisis. The results will generate a more complete picture of the operational context, informing more effective and efficient response efforts.

Mnemonic, an NGO dedicated to archiving, investigating, and memorializing digital information documenting human rights violations and international crimes, will partner with Dataminr to process Mnemonic’s digital archive of multimodal data and label content such as incidents of civilian harm, infrastructure damage, and hate speech. Mnemonic’s digital archive hosts millions of data points that are valuable for the prosecution of war crimes and other violations of international law. This collaboration will help human rights lawyers expedite and optimize how they identify evidence relevant to their investigations.

Over the next year, Dataminr AI researchers will work closely with the chosen partners to define the scope of each project, conduct research into each use case, and then develop cutting-edge AI tools that help program partners enhance and scale their impact to use limited resources more effectively.

“This year, we’re focused on force-multiplication through our AI for Good projects,” said Jessie End, vice president for Social Good at Dataminr. “We’ve selected two incredible initiatives with partners who have built digital tools that support not only their own work, but also the efforts of organizations across the human rights and humanitarian sectors. We couldn’t be more excited to see the positive social impact made from our 2024 AI for Good partnerships.”

“The need for rapid and effective humanitarian response has never been greater, especially as we navigate new global challenges like climate-driven displacement,” said Joel Myhre, DEEP coordinator. “Working with Dataminr, we have an incredible opportunity to use AI in a way that enhances DEEP to enable more effective responses and provide critical support.”

Hadi Al Khatib, managing director of Mnemonic, also noted the importance of leveraging AI to scale the impact of his organization’s work: “Critical digital evidence of human rights violations is at risk of being overlooked or unused due to the overwhelming volume of digital content,” said Al Khatib. “Dataminr’s AI for Good program will enable us to efficiently tag and categorize vast quantities of information, ensuring lawyers, journalists, and advocates can quickly access verified data to support their work towards greater justice and accountability.”

Impact of AI for Good Projects

Dataminr’s past AI for Good Partners have already achieved remarkable success. Insecurity Insight – focused on aid security, health education, and protection – worked with Dataminr to develop AI to automate the identification and classification of attacks targeting food systems. The solution has resulted in a 20-fold increase in the number of relevant events identified, now approximately 925 per week.

The United Nations Human Rights Office, which promotes and protects human rights across the globe, partnered with Dataminr on a scalable AI solution to identify and classify attacks on human rights defenders. The solution now identifies approximately 400 alleged attacks per day, a more than 100-fold increase in leads compared to their approach prior to implementing the AI.

Ushahidi, which leverages citizen-generated data for good governance, humanitarian relief, and human rights protection, partnered with Dataminr on AI to automate the categorization of crowdsourced data to more quickly and efficiently share information with impacted communities. Ushahidi can now process millions of crowdsourced data points within hours instead of weeks, allowing the organization to shift valuable limited resources from data management to insight generation and impact.

“Dataminr’s AI for Good Partners are doing vital work for important social causes around the globe, and we’re thrilled to bring our AI expertise to help further their missions,” said Joel Tetreault, vice president of AI Research at Dataminr. “By combining these projects with elements of Dataminr’s core AI capabilities — processing multimodal information and systematically refining AI models with feedback from domain experts — we can infuse speed and scale to drive exponentially greater impact on creating a world that is safer, more secure, and more just.”

To learn more about Dataminr’s use of AI for the benefit of society or to request a demo, please visit Dataminr’s Social Good webpage.

About Dataminr

Dataminr is a leading real-time information discovery company that provides businesses with critical insights from more than one million public data sources. Through advanced AI and machine learning, Dataminr delivers real-time alerts that help organizations stay ahead of risks and opportunities. For more information, please visit: https://www.dataminr.com.

Contact: media@dataminr.com

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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. 

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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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