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Department of Culture and Tourism – Experience Abu Dhabi: Celebrities Spotted at NBA Abu Dhabi Games 2025

From Hollywood A-lister Adrien Brody to Bollywood superstar Ranveer Singh, here are all the celebrities spotted in Abu Dhabi

ABU DHABI, UAE, Oct. 6, 2025 /PRNewswire/ — The NBA Abu Dhabi Games presented by ADQ returned to Abu Dhabi on 2 and 4 October, bringing world-class basketball and global stars to Etihad Arena, Yas Island. Fans enjoyed preseason matchups between longtime rivals, New York Knicks and Philadelphia 76ers, making their first-ever appearance in the region.

Bollywood star Ranveer Singh, singer Badshah, and cricketer Rashid Khan brought star power courtside at the NBA Abu Dhabi Games 2025.
Bollywood star Ranveer Singh, singer Badshah, and cricketer Rashid Khan brought star power courtside at the NBA Abu Dhabi Games 2025.

Courtside buzz matched the on-court action, with celebrities filling the front rows. American favourites included actor Patrick Schwarzenegger, model Abby Champion, Primetime Emmy and Golden Globe Award–winning actor Kiefer Sutherland, Victoria Justice, actors Adrien Brody & Barry Keoghan, and TV host & director Steve Harvey. British rapper Central Cee and England football legend John Terry also joined the crowd.

Adding to the global lineup, Bollywood superstar Ranveer Singh brought his trademark energy to Etihad Arena, greeting fans and cheering courtside, while singer Badshah and cricketer Rashid Khan were also spotted enjoying the games. K-pop idols Chenle and WINWIN delighted their fans with appearances, and regional stars added to the star-studded atmosphere, including Emirati actor Ahmed Sharif and Lebanese actress Nadine Nassib Njeim.

The arena also welcomed basketball personalities, including streetball legend The Professor, YouTube basketball creator Jesser, and basketball influencer MK, who engaged with fans courtside and added an extra layer of basketball excitement to the event.

Beyond the arena, Abu Dhabi set the scene for some downtime. Adrien Brody explored Louvre Abu Dhabi, taking in the city’s art and architecture, while Victoria Justice has shared moments from her visit, exploring Sheikh Zayed Grand Mosque.

Fans also enjoyed interactive zones, city-wide events, and appearances by NBA players and Legends at the NBA District. The NBA Abu Dhabi Games is part of a wider year-round calendar of global sporting events taking place in the emirate.

With the arena buzzing, global stars courtside, and fans treated to world-class basketball, the NBA Abu Dhabi Games 2025 delivered a week to remember. For more information on global sporting events in Abu Dhabi, visit visitabudhabi.ae/en/events.

About the Department of Culture and Tourism – Abu Dhabi:

The Department of Culture and Tourism – Abu Dhabi (DCT Abu Dhabi) drives the sustainable growth of Abu Dhabi’s culture and tourism sectors and its creative industries, fuelling economic progress and helping to achieve Abu Dhabi’s wider global ambitions.

By working in partnership with the organisations that define the emirate’s position as a leading international destination, DCT Abu Dhabi strives to unite the ecosystem around a shared vision of the emirate’s potential, coordinate effort and investment, deliver innovative solutions, and use the best tools, policies and systems to support the culture and tourism industries.

DCT Abu Dhabi’s vision is defined by the emirate’s people, heritage and landscape. We work to enhance Abu Dhabi’s status as a place of authenticity, innovation, and unparalleled experiences, represented by its living traditions of hospitality, pioneering initiatives and creative thought.

For more information about the Department of Culture and Tourism – Abu Dhabi and the destination, please visit: dct.gov.ae and visitabudhabi.ae/ 

K-pop idols Chenle and WINWIN at NBA Abu Dhabi games
K-pop idols Chenle and WINWIN at NBA Abu Dhabi games

 

Patrick Schwarzenegger & Abby Champion at NBA Abu Dhabi games
Patrick Schwarzenegger & Abby Champion at NBA Abu Dhabi games

 

 

OTCX Announces Strategic Partnership with BlackRock’s Aladdin Platform to Digitise OTC Derivative Trading and Expand Market Choice

LONDON, Oct. 6, 2025 /PRNewswire/ — OTCX, a leading regulated fintech transforming the way OTC derivatives are traded, today announced a multi-year partnership with Aladdin®, BlackRock’s technology platform that unifies the investment management process. This collaboration will digitise dealer-to-client “voice” derivative trading and increase the set of options clients have to trade derivatives electronically.

The partnership aims to address the heavy reliance on manual, voice-based workflows in complex derivatives – a long-standing industry challenge – and provide more choice in electronic trading alternatives for more vanilla derivatives. By integrating OTCX’s execution venues into the Aladdin platform ecosystem, the collaboration will provide Aladdin clients with more efficient, transparent, and cost-effective ways to discover prices, manage risk, and execute trades across a broad set of OTC derivatives.

Through this integration, Aladdin clients will benefit from end-to-end workflow support – from price discovery and request-for-market to execution and post-trade processing. The integration will provide connectivity across a comprehensive set of OTC derivatives.

“Integrating with the Aladdin platform is a pivotal step for OTCX and for the OTC derivatives market as a whole,” said Nicolas Koechlin, CEO of OTCX. “Our goal is to give market participants more choice, lower costs, and more efficient workflows in markets that have historically been complex and fragmented. Together with BlackRock Aladdin, we are excited to accelerate the industry’s shift from manual voice trading to seamless digital execution, delivering transformative value for buy-side firms and dealers globally.”

About OTCX

OTCX is a leading provider of price discovery and execution for OTC derivatives, operating regulated execution venues that connect buy-side and sell-side participants. Leveraging deep expertise in cleared and uncleared derivatives, OTCX delivers innovative solutions that digitise complex workflows, enhance transparency, and create greater choice for market participants across the globe.

For more information, visit OTCX website.

 

Rwanda Celebrates Completion of Smart Education Project and DigiTruck Launch

KIGALI, Rwanda, Oct. 6, 2025 /PRNewswire/ — Huawei and Rwanda’s Ministry of Education announced the completion of the first phase of the Smart Education Project and the launch of a new Huawei TECH4ALL DigiTruck project at Kagarama High School in Kigali on October 3.

Students, teachers, and officials at the launch event
Students, teachers, and officials at the launch event

The two projects represent Rwanda’s commitment to the digital transformation of the education sector and upskilling of the Rwandan population with digital skills.

“Today’s joint celebration is more than just a ceremonial occasion; it is a testament to Rwanda’s unwavering commitment to inclusive, technology-driven education. These initiatives strengthen international cooperation, promote digital equity, and advance sustainable national development,” said Joseph Nsengimana, Minister of Education in Rwanda

The Smart Education Project has connected 1,500 schools to high-speed Internet, deployed two cutting-edge data centers, and laid the foundation for a dedicated education network to support digital teaching and learning nationwide.

Aligned with Rwanda’s Vision 2050 and the National Strategy for Transformation, this project is designed to support Rwanda’s transition into a globally competitive knowledge-based economy. In the near future, the benefits of this project will be expanded to further bridge the digital divide and continue to empower teachers and students with cutting-edge technology.

The milestone means nearly 1.5 million students across Rwanda — in Kigali as well as remote, rural communities — can now access high-quality education resources on an equal basis.

“A student in Kigali can now share knowledge remotely with peers in Rusizi. These are the real impacts of digital inclusion: bridging distances, breaking barriers, and giving every child the chance to dream bigger,” said Jin Jiqing, Managing Director of Huawei Technologies Rwanda.

Alongside the Smart Education Project, Huawei and the government’s Ministry of ICT & Innovation and Ministry of Education have launched the DigiTruck project to deliver free and tailored digital skills training to underserved communities, with a focus on out-of-school youth, girls, and farmers. Equipped with laptops, Internet access, and digital learning devices, the DigiTruck is a mobile, solar-powered classroom that can be driven to remote communities, with expert trainers on hand to provide training even in areas that lack Internet access or a power supply.

“Initiatives like the DigiTruck represent more than technology, they are a gateway to opportunity, empowerment, and Rwanda’s future as a knowledge-driven economy,” said Eraste Rurangwa, the Permanent Secretary of Ministry of ICT and Innovation in Rwanda.

Aligned with the NST2 goal of training 1 million citizens in digital skills, the DigiTruck will travel across all 30 districts of Rwanda with the goal of training 5,000 Rwandans over a period of three years.  

To date, Huawei TECH4ALL DigiTrucks have provided training for more than 17,000 people in 7 countries in digital skills such as using devices and office software, applying for jobs online, starting an online business, and coding and robotics.

Talos Integrates OEMS with BlackRock’s Aladdin® Platform to Expand Institutional Digital Asset Order Management Capabilities

New integration unlocks greater efficiency for BlackRock’s trading team, realizing over $1 billion in trading volume in the first week of implementation

NEW YORK, Oct. 6, 2025 /PRNewswire/ — Talos, the premier provider of institutional technology and data for digital asset trading and portfolio management, today announced the integration of its order and execution management system (OEMS) with Aladdin®, BlackRock’s technology platform that unifies the investment management process. Together, Talos and BlackRock’s Aladdin will unlock operational improvements within cryptoasset order management, driving greater efficiency and resiliency across the investment management ecosystem.

This integration allows BlackRock traders to route cryptoasset orders directly to the Talos OEMS, enabling them to access Talos’s suite of advanced algorithms, smart order routing, expansive market connectivity and post-trade reporting. Order and execution information flows seamlessly between the two platforms, enabling traders to manage workflows in real time.

“Digital assets are a growing part of the investment landscape, and we’re building the infrastructure to keep pace with investor interest and demand,” said Dan Veiner, Head of Markets at BlackRock. “Integrating Talos into Whole Portfolio applications on the Aladdin platform enables us to expand and further automate our crypto trading capabilities. Talos’s crypto-native technology strengthens our execution capabilities now, ensuring we’re ready to meet future client demand with greater efficiency, liquidity access, and execution quality.”

The addition of Talos’s trading technology adds advanced institutional tools, and offers enhanced access within Talos’s network, including centralized exchanges and decentralized (DeFi) protocols, as well as over-the-counter (OTC) dealers, an important source of digital asset liquidity for institutions.

The connection supports multiple execution strategies. Traders can run algorithmic strategies such as volume-weighted average price (VWAP) and time-weighted average price (TWAP). They can also leverage request-for-quote (RFQ) workflows, which allow competitive pricing from multiple OTC dealers. Talos’s RFQ functionality, built explicitly for BlackRock’s crypto ETP create/redeem process, is important for sourcing institutional liquidity at scale. The same RFQ process can now be used more broadly for trading of digital assets.

“Connecting the Aladdin platform with Talos is a direct reflection of the state of institutional adoption of digital assets,” said Anton Katz, CEO and Co-Founder of Talos. “Through this integration, we’re excited to expand access for institutions at a time of unprecedented interest in digital assets. As large, traditional firms move from exploration to execution on their digital asset strategies, they expect the same level of sophistication they’re accustomed to in traditional markets. Through this integration, BlackRock can now access that standard directly within their existing workflows.”

This partnership lays the foundation for potential future enhancements. Talos provides a fully integrated trading and portfolio management system for digital assets, including portfolio construction and optimization tools.

About Talos

Talos provides institutional-grade technology and data that supports the full digital asset investment lifecycle, including liquidity sourcing, price discovery, trading, settlement and portfolio management. Engineered by a team with unmatched experience building institutional trading, portfolio and data systems, the Talos platform connects institutions to key providers in the digital asset ecosystem – exchanges, OTC desks, prime brokers, lenders, custodians, and more – through a single interface. For additional information, visit www.talos.com.

Talos Disclaimer: Talos offers software-as-a-service products that provide connectivity tools for institutional clients. Talos does not provide clients with any pre-negotiated arrangements with liquidity providers or other parties. Clients are required to independently negotiate arrangements with liquidity providers and other parties bilaterally. Talos is not party to any of these arrangements. Services and venues may not be available in all jurisdictions.

About BlackRock Aladdin®

Aladdin® is a tech platform that unifies the investment management process by providing a common data language within an organization to enable scale, provide insights, and support business transformation.

As a strategic technology provider to institutional investors including asset managers, pension funds, insurers, and corporate treasurers, Aladdin® combines sophisticated risk analytics with comprehensive portfolio management, trading workflows, operations, and accounting tools on a single, unified platform. BlackRock’s Aladdin® platform is a financial technology platform designed for institutional use only and is not intended for end investor use.

Media Contact

media@talos.com

Yesoul T3S Plus Auto-Incline Treadmill with Free Screen Mirroring: Affordable Innovation for Your Marathon Training at Home

HONG KONG, Oct. 6, 2025 /PRNewswire/ — For many people, finding time to exercise feels impossible. After a long day at work, commuting home, preparing meals, and taking care of family, the idea of heading to a crowded gym is exhausting. Even when you carve out time at home, traditional treadmills can be frustrating—bulky machines take up half your living room, noisy motors disrupt the household, and most require expensive subscriptions just to access the full experience. The result? Your motivation fades, workouts get skipped, and your fitness goals feel farther away. 

Enter the Yesoul T3S Plus Auto-Incline Treadmill, the latest innovation from Yesoul Fitness. This new treadmill is designed for modern lifestyles, combining a powerful motor, space-saving foldable design, and intelligent features to make running at home both easy and motivating. With free and unlimited screen mirroring, automatic incline adjustment, and immersive visuals, the T3S Plus transforms your living space into a personal fitness studio—perfect for marathon training, interval workouts, or daily exercise, all without leaving home.

This is the reality for busy professionals trying to stay active, parents looking to squeeze in a workout between errands and family time, and fitness enthusiasts preparing for upcoming events. With October approaching, many runners are gearing up for fall marathons across the U.S. and Europe. The modern runner faces a dilemma: how to train consistently and effectively without sacrificing convenience, space, or budget.

Yesoul T3S Plus Treadmill: Run with freedom and fun.
Yesoul T3S Plus Treadmill: Run with freedom and fun.

Yesoul T3S Plus Treadmill: Run Smarter, Train Better, Spend Less

Free & Unlimited Screen Mirroring: Your Workout, Your Way
A mandatory subscription is not required for the Yesoul APP. However, if you wish to take Yesoul courses, an in-app subscription is necessary. Even without any subscription, you can freely mirror any app or content you love, making every workout fully personalized and engaging.

One of the standout features of the T3S Plus is its free and unlimited mirroring technology. Unlike other treadmills that lock you into proprietary apps and recurring subscriptions, the T3S Plus gives you complete freedom to connect with the content you love. Using your smartphone or tablet, you can mirror your favorite apps directly to the treadmill’s 21.5-inch Full HD screen.

Kinomap: Explore real-world routes with cinematic scenery and synced elevation. Train on Alpine slopes, coastal Italy, or city streets while the treadmill automatically adjusts to match the terrain—perfect for marathon simulation.

Zwift: Immerse yourself in global running communities. Jog through New York, sprint in London, or conquer Mars-like terrain—all displayed on the vibrant screen with real-time performance stats.

YouTube: Stream your favorite shows, music, or fitness videos to make every run engaging and entertaining.

Yesoul App: Access guided training programs or free-ride with your own content.

This is not a walled garden; it’s an open playground. Your workout is no longer confined to one platform—it’s an experience tailored to your goals, your schedule, and your lifestyle.

A Smarter, More Affordable Investment
The home treadmill market often demands high prices for advanced features like auto-incline or large screens. Yesoul breaks that trend, delivering a premium auto-incline, large-screen treadmill at a competitive price—giving you both performance and value.

10% Auto-Incline: Train Like a Pro
The T3S Plus isn’t just about digital freedom; it’s engineered to deliver a realistic running experience. With its 10% automatic incline system, the treadmill mimics natural outdoor terrain. Whether you’re walking briskly uphill for fat-burning or pushing through a high-intensity hill sprint, the incline adjusts seamlessly—no manual setup, no interruptions.

This feature makes the T3S Plus ideal for October marathon training, offering varied, challenging workouts that build endurance, strength, and calorie burn, all from the convenience of home.

Foldable & Space-Saving: Home-Friendly Fitness
Modern living spaces are often compact, and bulky fitness equipment can feel overwhelming. The T3S Plus solves this with its easy folding design and soft-drop system. In seconds, the treadmill folds smoothly and safely, allowing storage against a wall, behind a couch, or in a corner.

No more sacrificing your living room to a giant machine. With the T3S Plus, your treadmill is there when you need it—and out of the way when you don’t.

Immersive Visuals and Sound
Running is not just about movement; it’s about immersion. The T3S Plus comes with a 21.5-inch Full HD screen that rotates 360 degrees to fit your height and position. Whether you’re running, cooling down, or stretching, the display moves with you.

Adding to this experience are 6W dual speakers with powerful bass, turning every step on a scenic route or every beat of your playlist into an energizing, multi-sensory event.

Powerful Brushless Motor & Spacious Running Deck
At the heart of the T3S Plus is a 3.0HP brushless motor, engineered for quiet yet powerful performance. It delivers continuous output for light jogs to high-speed sprints, reaching speeds up to 8.7 mph. The treadmill’s spacious deck and reinforced rails ensure stability, smooth strides, and quieter landings—perfect for home use.

Easy Control with Shock Absorption Protection
Adjusting your run shouldn’t feel complicated. The T3S Plus features a central dial control for speed, incline, and pause, even mid-stride. Beneath your feet, a multi-point shock absorption system protects your knees and ankles, ensuring safer and quieter workouts.

Designed for Every Lifestyle

Families: Safe, quiet, and easy to use—perfect for parents who want to set a healthy example or squeeze in workouts during kids’ nap times.

Busy Professionals: Quick runs before work or stress-relief jogs after hours, without gym commutes.

Fitness Enthusiasts: Advanced incline, immersive apps, and real-time metrics deliver workouts that rival commercial gyms.

By eliminating barriers—space, time, noise, subscriptions, and high costs—the T3S Plus empowers everyone to integrate fitness seamlessly into daily life.

About YESOUL Fitness
YESOUL Fitness is dedicated to designing high-value, accessible fitness equipment for homes worldwide. With a philosophy rooted in freedom, affordability, and quality engineering, YESOUL believes premium fitness should not come with excessive costs or restrictive ecosystems.

With the T3S Plus Auto-Incline Treadmill featuring free and unlimited screen mirroring, YESOUL empowers users to take control of their health and fitness journey—on their own terms.

Learn more at: www.yesoulfitness.com
Follow us on Instagram: @yesoulfitness.official
Watch us on YouTube: @YESOUL FITNESS

CoinW Showcases “Crypto Marathon Spirit” at TOKEN2049 Singapore, Marking 8 Years of Ecosystem Innovation

SINGAPORE, Oct. 6, 2025 /PRNewswire/ — Shining brightly as a Platinum Sponsor for three consecutive years, CoinW, a leading global crypto asset trading platform, has taken center stage at TOKEN2049 Singapore.

TOKEN 2049 Singapore
TOKEN 2049 Singapore

With dynamic ecosystem showcases, insightful speech, and engaging events, CoinW has celebrated its eight-year business milestone and brought to life its “crypto marathon spirit” – a belief highlighting resilience, long-term growth and open collaboration at the world’s largest crypto event.

Full-Stack Ecosystem Showcase: Eight Years of Robust Product Innovation

At TOKEN2049, CoinW’s signature purple branding stood out across the venue, from taxi stands to large theme posters, reflecting its strong industry presence.

Located at Level 5 Networking area, the “Crypto Marathoner” Lounge became a major attraction, showcasing CoinW’s key products in spot, futures, and on-chain asset aggregation. The immersive setup also spotlighted ecosystem projects GemW and DeriW, both drawing strong attention from traders and builders.

GemW, launched less than two months ago, has quickly gained traction among alpha traders for its wallet-free, gas-token-free design. Meanwhile, DeriW, which went live in mid-August, is seeing rapid growth thanks to its zero-gas and ultra-low 0.01% fee model that’s reshaping on-chain derivatives trading.

Adding to the ecosystem narrative, PropW, CoinW’s proprietary trading platform, also marked its first anniversary with an independent booth. Having supported 3,000+ traders with over $88 million in allocated funds, the platform has earned strong recognition from professional trading institutions — a success that, according to Sonic Hoo, Head of PropW, “Reflects CoinW’s ecosystem strategy where professionalism and innovation drive long-term value.”

Meanwhile, CoinW’s mascot also made its first offline appearance, featured in limited-edition merchandise and photo activations, sparking organic user engagement and making “Here for Crypto” a shared community theme.

CoinW at TOKEN 2049 Singapore
CoinW at TOKEN 2049 Singapore

Through immersive showcases and interactive experiences, CoinW demonstrated its combined product and ecosystem strength, reaffirming its commitment to long-term growth and a forward-looking vision for the future of trading.

Keynote: From Fragmented to Unified Trading

During the event, Nassar Al Achkar, CoinW‘s Chief Strategy Officer, delivered a keynote titled “The Future of Trading: From Fragmented to Unified.”

He emphasized that as exchanges move beyond single-function products, the next stage of competition will be about ecosystem integration and trust-building.

Nassar outlined CoinW’s transition from a trading platform to a full-stack ecosystem, combining product innovation with open collaboration. The company, he said, will continue expanding into RWA, Layer 2, and on-chain trading, with a focus on security, transparency, and sustainability.

The Afterglow: Connection Beyond the Conference

Outside the main venue, CoinW hosted an exclusive rooftop event, “The Afterglow,” at CÉ LA VI, Marina Bay Sands. Continuing the theme of the “Crypto Marathon Spirit,” the gathering brought together nearly 300 guests, including ecosystem partners, investors, and media representatives, becoming one of the most notable VIP events during TOKEN2049.

The evening began with opening remarks from Nassar Al Achkar, who reflected on CoinW’s eight-year journey and shared insights into the company’s future ecosystem vision. The event featured live music, light shows, and an interactive “Crypto Marathon Challenge” where guests completed small missions to earn commemorative badges and exclusive merchandise — blending networking with a sense of fun and ceremony.

In a relaxed yet energetic atmosphere, attendees exchanged views on industry trends and future collaborations, embodying CoinW‘s core brand spirit — “Here for Crypto.” The event deepened CoinW‘s connection with global Web3 leaders and marked a memorable highlight in its eighth-anniversary celebrations.

The Future Ahead: Embracing Steady Progress in the Crypto Marathon

At TOKEN2049 Singapore, CoinW reinforced its philosophy of “slow is steady,” a mindset rooted in its Crypto Marathon Spirit. Over the past eight years, CoinW has evolved from a single-feature exchange into a full-stack trading ecosystem, serving over 15 million users and maintaining a daily trading volume of more than $5 billion.

Looking ahead, the company continues to prioritize security, user experience, and innovation, while expanding its infrastructure, compliance efforts, and global ecosystem partnerships.

Here for Crypto, Here for the Future — CoinW continues to run this long-distance race alongside every participant shaping the next chapter of the digital asset world.

About CoinW

Founded in 2017, CoinW has grown into one of the world’s leading cryptocurrency asset trading platforms, serving a vast and diverse global user base. The platform offers intelligent trading services, with a daily trading volume exceeding $5 billion and a consistent top 4 ranking in Coingecko’s futures markets. With over 15 million registered users, CoinW is deeply committed to advancing wealth creation and blockchain innovation, continually enhancing its product ecosystem with innovations. Since 2022, CoinW has significantly expanded its global brand presence through international sports sponsorships, including a high-profile partnership with football legend Andrea Pirlo. In addition to its commercial growth, CoinW is actively engaged in corporate social responsibility — from donating supplies to orphanages in Africa to supporting animal welfare in Taiwan. Looking ahead, CoinW aims to promote financial inclusion on a global scale, continue leading the cryptocurrency sector, and accelerate the adoption of blockchain technology and digital assets worldwide. To learn more about CoinW, you can visit the website, and follow CoinW’s X Account, and Telegram Group.

Global SOTA on Dual Benchmarks! MiningLamp Technology’s Specialized GUI Model Mano Unveils New Era of Intelligent GUI Operation

BEIJING, Oct. 6, 2025 /PRNewswire/ — In 2025, “Agent” is undoubtedly a buzzword in the AI community. It is widely believed that truly useful Agents must learn to use mobile phones and computers, and interact with GUI (Graphical User Interface) just like humans.

Recently, MiningLamp Technology—the leading Chinese enterprise in enterprise-level large models and data intelligence—announced that its specialized GUI Large Model Mano achieved record-breaking SOTA (State of the Art) performance on two industry-recognized benchmark tests: Mind2Web and OSWorld. Through two core innovations—online reinforcement learning and automated training data acquisition—Mano establishes a scalable and self-evolving paradigm for GUI agent development.

Mano achieved SOTA in the Foundation E2E GUI & Specialized Model Evaluation on the OSWorld-Verified Leaderboard.
Mano achieved SOTA in the Foundation E2E GUI & Specialized Model Evaluation on the OSWorld-Verified Leaderboard.

Ranking list link: https://os-world.github.io/
Technical report link: https://www.mininglamp.com/news/6394/

Key Breakthroughs:

  1. Mind2Web: Mind2Web covers 137 websites and more than 2,350 real-world tasks, designed to test whether an agent can precisely locate target elements within complex and ever-changing DOM structures—and successfully execute the entire sequence of actions. Mano demonstrated its core strength: “Seeing clearly and delivering results.” 

    The technical report reveals that Mano significantly outperforms others in both Element Accuracy (Ele.Acc) and Step Success Rate (Step SR), achieving new benchmarks in accurately identifying and locating interface elements, as well as executing multi-step tasks with remarkable precision. Additionally, Mano’s Operational F1 Score (Op.F1) matches or even slightly surpasses that of leading models, demonstrating its ability to transform complex tasks into actionable operation sequences.

  2. OSWorld-Verified: The tougher challenge comes from the desktop side. OSWorld-Verified covers 369 cross-app tasks, spanning 10 categories of applications—including browsers, office software, and more, while each operation seamlessly aligns with real-world desktop scenarios.

    The technical report reveals that in the Foundation E2E GUI & Specialized Model evaluation on the OSWorld-Verified leaderboard, Mano directly boosted the success rate to 41.6 ± 0.7%, surpassing models such as Qwen, GUI-Owl, and OpenCua.

Technical Innovations:

Highlight One: First Proposal of “Online Reinforcement Learning”

Since the emergence of DeepSeek, GRPO has become the gold standard in reinforcement learning. Currently, most model training is still confined to the realm of offline reinforcement learning, relying on pre-collected datasets. However, in the field of GUI-based interactive agents, every operation is closely related to the real system interaction environment.

Therefore, Mano first proposed the “online reinforcement learning” training paradigm in the field of GUI interaction, and launched an “explorer” for automated training data acquisition, which enables the agent to continuously learn from the up-to-date information, keeping a dynamic balance between “trying new actions to gain insights” and “executing optimal moves based on existing knowledge.”

To continuously enhance adaptability and flexibility in real-world interaction scenarios, MiningLamp Technology established a simulation environment pool, encompassing Browser Use Agent (BUA) and Computer Use Agent (CUA) environments, enabling models to gather diverse environmental data  through real-world interactions. This approach addresses the limitations of sparse distribution of offline trajectories, ultimately demonstrating greater robustness across a wide range of Web GUI scenarios.

Meanwhile, MiningLamp Technology employs an innovative approach—online sampling + offline filtering. First, collecting trajectories, and then filtering out noisy data. This method dynamically adjusts the distribution of task difficulty, effectively preventing learning inefficiency caused by failed trajectories.

Ablation study results show that after adding online reinforcement learning, the model achieved a significant improvement in its average score on the OSWorld-Verified dataset, surpassing the performance of the offline reinforcement learning model by 7.9 points, reaching a total of 41.6.

Highlight Two: Intelligent Exploration, Capturing Real-World Environmental Trajectories

Although large models can understand broad instructions, they often struggle to break down complex, goal-driven tasks requiring multiple steps into specific execution steps. As a result, developers need to develop specialized models and agents for interactive tasks. This process requires massive volumes of high-quality interactive trajectory data. Historically, such data has typically required manual construction or annotation, which was both costly and time-consuming. To address this challenge, MiningLamp Technology has designed an automated method for collecting training data, fundamentally boosting both the efficiency and accuracy of data acquisition. This is precisely Mano’s second major innovation.

MiningLamp Technology has built a scalable virtual environment cluster designed to simulate a variety of interactive scenarios. For each target application, the large model automatically generates a target list, prioritizes these targets, filters out functions with extremely low usage frequency, and provides clear contextual guidance for subsequent exploration.

In terms of element extraction, MiningLamp Technology has customized a Chrome plugin called “Mano-C” specifically for web environments, comprehensively extracting interactive elements and capturing their spatial coordinates and semantic attributes. For desktop environments, the technical team employs a combined approach using A11y Tree parsing and OmniParseV2 collaborative filtering, ensuring broader coverage of interactive elements.

In terms of data annotation, MiningLamp Technology has generated semantic labels, functional descriptions, and interaction categories for each extracted element by large models, thereby forming structured semantically aligned data that provides effective supervision for subsequent training.

To enhance the intelligence of data collection, the technical team designed a Prompt-based exploration module that intelligently selects interactive elements, and introduced explicit constraints to prevent path loops and redundant branches. During the exploration process, a depth-first search (DFS) strategy is employed. The system captures screenshots and saves annotated interaction data. Once exploration is completed, filtering out high-quality interaction sequences by trajectory evaluation mechanism. The entire process runs in a continuous loop, checking at each step whether it reaches the maximum exploration depth.

Mano’s state-of-the-art (SOTA) performance is attributed to MiningLamp Technology’s years of accumulation in large models. In 2024, MiningLamp Technology’s hypergraph multimodal large language model (HMLLM) and Video-SME dataset made significant breakthroughs in non-standard modality data processing (e.g., EEG, eye-tracking), recognized by ACM MM 2024 Best Paper Nomination.In 2025, MiningLamp Technology launched DeepMiner, a trustworthy intelligent agent for business data analysis .As DeepMiner’s automated execution engine, Mano has enabled the agent to truly learn to “see” and “click,” achieving precise operations in complex software and browser environments. Looking ahead, MiningLamp Technology will further optimize Mano’s capabilities for application and edge-side deployment, accelerating the pace of enterprise intelligent transformation.

MiningLamp Technology Launches Large Model Product Line DeepMiner, Building Trustworthy Intelligent Agents for Business Data Analysis

BEIJING, Oct. 6, 2025 /PRNewswire/ — Recently, MiningLamp Technology, a leading enterprise in China’s enterprise-level large models and data intelligence sector, officially launched its specialized large model product line DeepMiner. Targeting business data analysis, DeepMiner aims to provide enterprises with more efficient, verifiable data processing and decision-making support capabilities through trustworthy intelligent agents.

 

The Introduction of DeepMiner

Wu Minghui, Founder, CEO, and CTO of MiningLamp Technology, emphasized that AI development has entered a new phase centered on intelligent agents. Unlike consumer-facing “one-sentence generation” applications, enterprises prioritize accuracy and traceability in production environments. DeepMiner was designed to meet the demand for transparency and reliability in enterprise scenarios.

DeepMiner adopts a Multi-Agent Architecture (MoA), enabling it to match the optimal model for processing each specific business segment, significantly enhancing system optimization efficiency compared to Mixture-of-Experts (MoE) architecture. From task decomposition and tool calling to result generation, users can transparently review each step’s logic. Human-machine interaction mechanisms also allow real-time intervention to minimize “hallucinations” and ensure output verifiability.

Additionally, DeepMiner integrates commercial databases across advertising, retail, e-commerce, and other sectors to guarantee data authenticity and comprehensiveness, reducing hallucination risks from the source. Actual tests show that its hallucination rate in vertical industries significantly lower than foundation models.

Technically, DeepMiner is centrally orchestrated by an intelligent hub—the Foundation Agent—which coordinates the collaborative work of all components. The Cito model serves as the analytical decision hub, dynamically constructing specialized reasoning chains for complex business problems while narrowing action spaces via human-AI collaboration to enhance efficiency. The Mano model serves as an automated execution engine, enabling agents to truly learn to “see” and “click”, achieving precise operations in complex software and browser environments. Through Foundation Agent coordination, DeepMiner merges Cito’s deep reasoning capabilities with Mano’s execution prowess, creating an end-to-end intelligent automation loop from business insight to operational execution.

Huang Nan, Product Manager of DeepMiner noted that the evolution from Generative AI to Agentic AI represents a paradigm shift: Agents endow large models with “eyes and hands” to proactively execute tasks. This precision in tool calling is made possible by the performance of the Browser Use Agent (BUA) and Computer Use Agent (CUA). However, foundation models aren’t specifically trained for software operation, resulting in suboptimal performance in complex business scenarios.

To address this, MiningLamp Technology developed the Mano model, through continuous reinforcement learning, can autonomously explores and adapts to new platforms and workflows, demonstrating superior capabilities in real-world business scenarios. Notably, Mano has already topped two globally authoritative benchmark tests—Mind2Web and OSWorld—both achieving state-of-the-art (SOTA) performance.

Wu Minghui, Founder, CEO, and CTO of MiningLamp Technology stated: “Trustworthiness is the core standard for enterprises adopting AI, and DeepMiner’s mission is to empower enterprises with trustworthy productivity by delivering trustworthy Agentic model and data.”

From big data to large models, MiningLamp Technology has firmly demonstrated its ability to navigate through technological cycles, thanks to nearly two decades of deep expertise in the data intelligence. The launch of DeepMiner marks a significant strategic move into the large model era for MiningLamp Technology. Moving forward, MiningLamp Technology will also launch dedicated intelligent agents based on DeepMiner, targeting vertical industries such as finance, law, human resources, and manufacturing.