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SenseTime’s SenseNova V6: China’s Most Advanced Multimodal Model with the Lowest Cost in the Industry

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Integrating AI into Everyday Life 

HONG KONG, April 12, 2025 /PRNewswire/ — SenseTime launched its newly upgraded large model series, SenseNova V6, at its Tech Day event held in several locations, including Shanghai and Shenzhen. Leveraging advances in the training of multimodal long chain-of-thought (CoT), global memory, and reinforcement learning, the model delivers industry-leading multimodal reasoning capabilities while setting a new benchmark for cost efficiency.

The capabilities of the SenseNova V6 model have been greatly enhanced, with strong advantages in long CoT, reasoning, mathematical capabilities, and global memory. Its multimodal reasoning capabilities ranked first in China when benchmarked against GPT-o1, while its data analysis performance outpaced GPT-4o. It also combines high performance with cost efficiency. Its multimodal training efficiency is aligned with that of language models, providing the lowest training costs in the industry. Its reasoning costs are also the lowest in the industry. The new lightweight full-modal interactive model, SenseNova V6 Omni, delivers the most advanced multimodal interactive capabilities in China. It is China’s first large model that supports in-depth analysis of 10-minute mid-to-long form videos, benchmarked against Gemini 2.5 Turbo to be among the strongest in its class.

Dr. Xu Li, Chairman of the Board and CEO of SenseTime, said, “AI’s true purpose is found in our everyday lives. SenseNova V6 has pushed past the boundaries of multimodality, unlocking infinite possibilities in reasoning and intelligence.”

Multimodal long-chain reasoning, reinforcement learning, and global memory: SenseNova V6 leads the way in enabling multimodal deep thinking

As a native Mixture of Experts (MoE)-based multimodal general foundation model with over 600 billion parameters, SenseNova V6 has achieved multiple technological breakthroughs. A single model is able to perform a range of tasks across text and multimodal domains, including:

Long CoT: Trained on over 200B high-quality multimodal long CoT data, with the longest CoT reaching 64K;Mathematical Capabilities: Significantly outperformed GPT-4o in data analysis capabilities;Reasoning Capabilities: Ranked first in China for multimodal deep reasoning, benchmarked against GPT-o1;Global Memory: First in China to achieve long-form video understanding, supporting content of 10 minutes in length for comprehension and deep reasoning.

In leading benchmark evaluations of reasoning and multimodal capabilities, SenseNova V6 achieved state-of-the-art results across multiple metrics.

Based on more than 200B of high-quality multimodal long CoT data, SenseTime leverages multi-agent collaboration to synthesize and verify long CoT. SenseNova V6 has developed exceptional multimodal reasoning capabilities, supporting multimodal long CoTs up to 64K tokens, enabling the model’s long-term thinking capability.

In solving complex real-world problems, SenseNova V6 utilizes its robust hybrid image and text understanding and reasoning capabilities to help users with a range of tasks.

For complex document processing scenarios, SenseNova V6 is able to help users with difficult tasks through its strong multimodal reasoning capabilities. For example, in insurance claims processing, SenseNova V6 can assess whether the submitted commercial health insurance claims meet the requirements. It can detect issues such as unnecessary prescriptions and examinations, missing documents, or incomplete submissions.

Leveraging breakthroughs in multimodal reinforcement learning, SenseTime has developed a hybrid reinforcement learning framework for various image-text tasks, based on different difficulty levels and multi-reward models.

China’s first model to break the 10-minute barrier in video understanding, achieving analysis of extended content within seconds

With its global memory capability, SenseNova V6 overcomes the limitations of traditional models that could only support short videos, and now supports full-framerate analysis of 10-minute videos.

With advanced comprehension capabilities, SenseNova V6 is also able to intelligently edit and extract video highlights, helping users to retain memorable moments.

SenseTime’s proprietary technology aligns visual information (images), auditory information (speech and sounds), linguistic information (subtitles and spoken language), and temporal logic to form a multimodal unified sequential representation. Based on this framework, it applies fine-grained cascading compression and content-aware dynamic filtering to achieve high-ratio compression of long videos. A 10-minute video can be compressed into 16K tokens while retaining key semantics.

Human-like interaction: SenseNova V6 Omni launches with multi-industry deployment 

With the launch of SenseNova V6, SenseNova’s has upgraded its real-time interactive unified large model to SenseNova V6 Omni, with deep optimizations across scenarios, including role-playing, translation and reading, cultural tourism guiding, picture book narration, and mathematical explanation. 

In translation and reading scenarios, SenseNova V6 Omni enables users to achieve precise spatial interactions with a simple finger gesture. The model also accurately understands the relationship between local and global information, providing a more intuitive and human-like interactive experience.

SenseNova V6 Omni features more human-like perceptual and expressive abilities, as well as emotional understanding. It has been deployed across multiple industries and scenarios, including embodied intelligence, becoming the first commercialized full-modality real-time interactive model in China.

Full-featured version of SenseChat launched, now available for preview

SenseTime has released a comprehensive update to SenseChat, along with a brand-new app built on the complete capabilities of SenseNova V6. Through a single access point, users can engage in seamless multimodal interactive streaming experiences across text, images, and video.

The SenseChat app is available for preview and SenseNova V6 is now available for trial via the SenseChat web platform at https://chat.sensetime.com/wb/chat.

RMB100 million in vouchers released to accelerate full-stack scenario implementation

SenseTime also announced a dedicated subsidy of RMB100 million, aimed at advancing emerging fields such as embodied intelligence and AIGC. Through targeted and multi-dimensional initiatives, SenseTime is delivering a one-stop solution designed for high efficiency, low cost, and end-to-end AI implementation,  spanning expert consulting, model training, and reasoning validation.

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About SenseTime

SenseTime is a leading AI software company focused on creating a better AI-empowered future through innovation. We are committed to advancing the state of the art in AI research, developing scalable and affordable AI software platforms that benefit businesses, people and society as a whole, while attracting and nurturing top talents to shape the future together.

With our roots in the academic world, we invest in our original and cutting-edge research that allows us to offer and continuously improve industry-leading AI capabilities in universal multimodal and multi-task models, covering key fields across perception intelligence, natural language processing, decision intelligence, AI-enabled content generation, as well as key capabilities in AI chips, sensors and computing infrastructure. Our proprietary AI infrastructure, SenseCore, integrates computing power, algorithms, and platforms, enabling us to build the “SenseNova” foundation model sets and R&D system that unlocks the ability to perform general AI tasks at low cost and with high efficiency. Our technologies are trusted by customers and partners in many industry verticals including Generative AI, Computer Vision and Smart Auto. 

SenseTime has been actively involved in the development of national and international industry standards on data security, privacy protection, ethical and sustainable AI, working closely with multiple domestic and multilateral institutions on ethical and sustainable AI development. SenseTime was the only AI company in Asia to have its Code of Ethics for AI Sustainable Development selected by the United Nations as one of the key publication references in the United Nations Resource Guide on AI Strategies, and was published in June 2021.

SenseTime Group Inc. has successfully listed on the Main Board of the Stock Exchange of Hong Kong Limited (HKEX). We have offices in markets including Hong Kong, Shanghai, Beijing, Shenzhen, Chengdu, Hangzhou, Nanping, Qingdao, Xi’an, Macau, Kyoto, Tokyo, Singapore, Riyadh, Abu Dhabi, Dubai, Kuala Lumpur and South Korea, etc., as well as presence in Germany, Thailand, Indonesia and the Philippines. For more information, please visit SenseTime’s official website or LinkedIn, X, Facebook and Youtube pages. 

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SOURCE SenseTime

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Pavlov Media Employees Give Back Through Nationwide Day of Service, Contributing More Than 500 Volunteer Hours

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More than 100 team members supported local nonprofits, community organizations, and environmental initiatives across the United States.

CHAMPAIGN, Ill., Nov. 6, 2026 /PRNewswire/ — Pavlov Media, a leading provider of fiber-optic Internet and managed Wi-Fi solutions, recently brought employees together for a company-wide Day of Service, contributing more than 500 hours of volunteer work to communities across the United States. The event builds on the company’s ongoing commitment to giving back through Pavlov Cares, its community outreach and philanthropic program.

More than 100 Pavlov Media employees participated in the initiative, dedicating their time to supporting local nonprofits, environmental conservation efforts, food assistance programs, and other community-focused organizations.

The Day of Service brought employees together around a shared commitment to making a meaningful difference in the communities where they live and work. From supporting food banks and animal rescue organizations to maintaining public spaces and assisting local nonprofits, team members stepped away from their daily responsibilities to give back.

“At Pavlov Media, our commitment to the communities we serve extends beyond providing Internet,” says Cory Douglas, CEO of Pavlov Media. “Through our Pavlov Cares program, we support organizations that strengthen the places where we live and work. Seeing more than 100 employees come together for this initiative is a reflection of the people who make up our organization.”

Making an Impact Across Communities

Employees volunteered with a variety of organizations and community initiatives, including:

Salt & Light (Champaign/Urbana, IL): Supporting community assistance programs in Central Illinois.Eastern Illinois Foodbank (Urbana, IL): Contributing to efforts addressing food insecurity.Champaign Public Library (Champaign, IL): Supporting a valuable community resource.Champaign County Forest Preserve District (Champaign County, IL): Assisting with invasive plant removal and botanical garden maintenance.Moore’s Rescue Ranch/Kitty Crib (Urbana, IL): Supporting local animal rescue and care efforts.Aikman Wildlife Adventure (Arcola, IL): Enhancing visitor spaces through grounds maintenance and revitalizing the indoor play area.Atlanta Food Bank (Atlanta, GA): Supporting efforts to address food insecurity in Georgia.GRACE Marketplace (Gainesville, FL): Supporting programs assisting individuals experiencing homelessness.Corinth Park District (Corinth, TX): Helping maintain community parks and recreational spaces. 

Connecting Through Community Service

Pavlov Media’s Day of Service provided employees with an opportunity to collaborate outside the workplace while supporting organizations that make a difference in their communities.

With more than 500 hours of service contributed nationwide, the initiative reflects the collective impact employees can make when they come together for a shared purpose.

Through our Pavlov Cares program, Pavlov Media continues to support local and national organizations dedicated to strengthening communities and improving lives. The company’s Day of Service reflects this ongoing commitment, bringing employees together to make a meaningful difference beyond their everyday work.

Learn more about Pavlov Cares at www.pavlovmedia.com/pavlov-cares/.

About Pavlov Media

Pavlov Media is a provider of fiber-optic Internet and managed Wi-Fi solutions serving residential communities, multifamily properties, student housing, and businesses across the United States. With a focus on connectivity, innovation, and customer experience, Pavlov Media delivers Internet solutions designed to meet the evolving needs of the communities it serves.

Learn more at https://mdu.pavlovmedia.com/

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SOURCE Pavlov Media

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Urban Outfitters Invites Everyone to the Party with “All Together Now: More the Merrier” Holiday Campaign

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Rooted in Gen Z insights, UO celebrates the season with the most coveted gifts, festive fashion, and community experiences, kicking off with a holiday celebration in partnership with DoorDash.

PHILADELPHIA, Nov. 6, 2026 /PRNewswire/ — Urban Outfitters is inviting everyone to the party this holiday season with the launch of “All Together Now: More the Merrier,” an omnichannel campaign that taps into the personal style and shared experiences that make the season special. Building on the brand’s All Together Now platform, the campaign celebrates the joy of coming together and captures the excitement of the season, from getting ready and finding the perfect outfit to showing up and celebrating with friends.

At the heart of the campaign is UO’s understanding of how Gen Z lives, shops, and celebrates. Insights from UO Insiders, the brand’s community of more than 10,000 Gen Z shoppers, students, and influencers, reveal that 85% of Gen Z shoppers self-gift during the holidays—purchasing an average of seven to eight items for themselves. Alongside self-gifting, 78% of Gen Z prefer to shop with someone else, underscoring this generation’s focus on community and togetherness.

“At Urban Outfitters, everything starts with understanding our customer,” said Shea Jensen, President of Urban Outfitters. “More the Merrier brings together the products, brands, and experiences they love, with new ways to discover and make the holiday season even more memorable.”

The campaign kicked off with an exclusive launch party in Los Angeles on November 5, reuniting members of UO’s always-on community, including Meet Me@UO Joshua Tree attendees, All Together Now commercial cast members, and Game Day student ambassadors. Designed for connection, creativity, and community, the evening featured seasonal activations, including white elephant, customization stations, and a surprise UO Live performance by Grammy-nominated artist DESTIN CONRAD. The party was brought to life in partnership with DoorDash, building on the UO’s strategy to make last-minute gifting and getting-ready essentials more accessible through on-demand delivery.

Extending the celebration beyond Los Angeles, UO brings the ultimate holiday house party to life across its digital channels and stores through doorbell-inspired creative, festive editorial imagery and specialized gift shops. Content from the campaign’s editorial shoot extends the house party atmosphere across social and digital channels, with select video content featured on connected TV (CTV) platforms, including Hulu, Disney+, ESPN+ and Peacock.

The in-store and online UO Holiday Gift Shop features a curated assortment of exclusive collections and seasonal must-haves across apparel, footwear, beauty, and home. New Analog Gifting, Scent Shop, and Cozy Shop destinations bring the season’s most coveted gifts to life, curated around Gen Z’s evolving shopping habits and interests.

With giving at the heart of the season, UO is continuing to put community first through its three-month Giving Season initiative, running November to January. Alongside ongoing brand donations, customers can make contributions at checkout to support six of UO’s longstanding nonprofit partners: Altadena Girls, Active Minds, Creatives Want Change, Glisten, Rock to the Future, and Asian Arts Initiative.

For more information, visit urbanoutfitters.com.

About Urban Outfitters
Urban Outfitters is a global lifestyle brand dedicated to fueling the next generation’s individuality through a unique blend of product, creativity, music, and youth culture. Founded in 1970 in a small space across from the University of Pennsylvania, Urban Outfitters now operates over 200 stores across the United States, Canada, and Europe, alongside a dynamic digital presence. Empowering bold self-expression, Urban Outfitters leads with its distinctive designs and curated selection of women’s, men’s, accessories, and home products, and best-in-class brand partnerships. For more information, visit Urban Outfitters at www.urbanoutfitters.com.

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SOURCE Urban Outfitters

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ExpertCrowd and HUD Collaborate to Advance AI Training and Evaluation, Release SWE Benchmark

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SAN FRANCISCO, Nov. 6, 2026 /PRNewswire/ — ExpertCrowd, Toptal‘s platform for training and improving AI models and systems, today announced a collaboration with HUD, a Y Combinator-backed startup that provides tools for building AI training data through its DataVendor™ marketplace. Together, the teams released ExpertCrowd-SWE, a software engineering benchmark that evaluates the performance of frontier-grade LLMs and coding agents.

As AI systems take on increasingly complex work, measuring their capabilities requires tasks that reflect professional practice and grading criteria that capture what successful execution actually means. This collaboration brings together ExpertCrowd’s expert-led task development and HUD’s infrastructure for running complex RL environments.

ExpertCrowd and HUD co-developed ExpertCrowd-SWE, bringing together engineers from Toptal’s global network of highly skilled domain experts with HUD’s experience collaborating with frontier research teams. After Toptal’s experts authored tasks and grading rubrics, HUD’s infrastructure hosted task-run environments and verified the benchmarks against internal quality assurance pipelines. HUD and Toptal’s AI research teams, composed of more than a dozen PhDs and researchers with educational or professional experience at Harvard, EPFL, the University of Liège, DeepMind, Qwen, and ByteDance, reviewed and assessed the methodology and results to build one of the most robust software engineering benchmarks in the industry.

“ExpertCrowd puts practitioners at the center of defining the work AI systems should perform and judging how well they perform it. By combining that specialized expertise with HUD’s testing infrastructure, we’re advancing what AI systems can achieve and setting a higher standard for real-world performance,” said Taso Du Val, founder and CEO of Toptal.

ExpertCrowd-SWE is the first release of an ongoing Toptal-HUD collaboration, with additional initiatives in development and further announcements coming soon. Building on this foundation, ExpertCrowd and HUD will bring more specialized human expertise into the tasks, environments, and evaluations that support the next generation of AI.

“We built HUD’s infrastructure to give research teams the tools to create realistic RL training environments, run evaluations across AI models, and inspect model performance. ExpertCrowd put that infrastructure to work, bringing the professional expertise to translate complex, real-world workflows into rigorous tasks, reference outputs, and evaluation frameworks that test the limits of today’s leading AI models,” said Jay Ram, founder and CEO of HUD.

About ExpertCrowd

ExpertCrowd is Toptal’s platform for training and improving AI models and systems through RLHF, RL data generation, data labeling, and model evaluation. It is powered by Toptal’s global talent network, with more than 30,000 specialized domain experts across 140+ countries, including more than 2,000 AI and big data specialists, 12,000 professionals with advanced degrees, and 1,000 PhD-level AI specialists, available on demand. For more information, please visit ExpertCrowd.com.

About HUD

HUD is a platform for building reinforcement learning environments, used by startups, Fortune 500 companies, and frontier labs. It provides infrastructure for training models, evaluating AI agents, and creating the post-training data that aligns AI to organizations’ work. HUD’s mission is to build reliable, fair, and open infrastructure for AI data with the goal of making data valuable for the people who create it and trustworthy for the labs that train on it. DataVendor™ is HUD’s marketplace, which allows AI labs to license training and evaluation data directly from the companies that created it. For more information, please visit HUD.ai.

Contact

Luiz Baia
SVP of Marketing Strategy
luiz.baia@toptal.com

SOURCE Toptal

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