Xiaohongshu Unveils 280B `dots3-note` Multimodal AI & TEMPO: Exploring DMM TV, Tempo Blockchain & Claude AI's Competitive Landscape
🚀 Key Takeaways
- Xiaohongshu has recently launched `dots3-note`, an open 280B multimodal AI model.
- The `dots3-note` model is built with a Mixture-of-Experts (MoE) architecture and features a 512K context.
- This advanced `dots3-note` AI model has been released under a permissive license.
- Xiaohongshu's AI lab, Rednote, also developed TEMPO technology, demonstrating stronger performance than GRPO on ARC.
- These AI developments signify Xiaohongshu's strategic move to enhance its capabilities as a leading social e-commerce platform.
- The platform's 2026 content ranking algorithm already leverages AI personalization and engagement velocity.
- Xiaohongshu's commitment to open multimodal AI underscores its ambition and innovation in the global AI landscape.
Xiaohongshu, a prominent social e-commerce platform known for its vibrant user-generated content and shopping experiences, is now making a formidable statement in the artificial intelligence sector. In a strategic move signaling its counterattack in the fiercely competitive tech arena, the platform has recently unveiled its `dots3-note`, a substantial 280B open multimodal AI model.
The introduction of `dots3-note`, which features a robust Mixture-of-Experts (MoE) architecture and a 512K context, positions Xiaohongshu as a significant contributor to the open-source AI community. Further bolstering its AI capabilities, Xiaohongshu's internal Rednote lab has also developed cutting-edge TEMPO technology, which has demonstrated superior performance in specific benchmarks. These advancements are poised to revolutionize how content is discovered and personalized on the platform, especially given that its 2026 algorithm already integrates advanced AI personalization and engagement velocity metrics.
By opening its sophisticated AI models and pushing the boundaries of multimodal AI with innovations like TEMPO, Xiaohongshu is not merely adapting to the evolving digital landscape but actively shaping its future. This concerted effort underscores its ambition to lead in AI-driven social e-commerce, enhancing user engagement and solidifying its influence globally.
The introduction of `dots3-note`, which features a robust Mixture-of-Experts (MoE) architecture and a 512K context, positions Xiaohongshu as a significant contributor to the open-source AI community. Further bolstering its AI capabilities, Xiaohongshu's internal Rednote lab has also developed cutting-edge TEMPO technology, which has demonstrated superior performance in specific benchmarks. These advancements are poised to revolutionize how content is discovered and personalized on the platform, especially given that its 2026 algorithm already integrates advanced AI personalization and engagement velocity metrics.
By opening its sophisticated AI models and pushing the boundaries of multimodal AI with innovations like TEMPO, Xiaohongshu is not merely adapting to the evolving digital landscape but actively shaping its future. This concerted effort underscores its ambition to lead in AI-driven social e-commerce, enhancing user engagement and solidifying its influence globally.

1. DMM TV Service Overview: Features and Pricing
While the main article focuses on the advancements in AI by Xiaohongshu, this section provides a detailed look at DMM TV. This overview serves to contextualize the broader competitive landscape of digital media and technology services in the Asian market, highlighting a key player in Japan's streaming sector.Monthly Subscription & Initial Offers
DMM TV has positioned itself as a highly competitive option in the streaming market with a straightforward pricing model.The service is available for a monthly fee of 550 yen, offering an accessible price point for a wide range of content.
To attract new users, DMM TV provides a compelling introductory package.
Subscribers can begin with a 14-day free trial, allowing them to explore the platform's full library without an initial commitment.
Furthermore, as part of its initial offer, new sign-ups receive a present of 550 points, which effectively covers the cost of the first paid month, adding significant value for new customers.
Diverse Content Library & Exclusives
The core of DMM TV's appeal lies in its extensive and varied content catalog.Subscribers gain access to unlimited viewing of anime, movies, and dramas.
The platform is particularly noted for its rich lineup of anime and entertainment, making it a primary destination for fans of these genres.
In addition to licensed content, DMM TV also invests in its own programming, offering exclusive and original content that cannot be found on other services, further enhancing its value proposition.

2. DMM TV's Extensive Content: Anime and Exclusive Dramas
While companies like Xiaohongshu build platforms around AI and user-generated content, DMM TV demonstrates a powerful competitive strategy focused on curating a deep and specialized professional content library.This approach carves out a significant market share by becoming an indispensable source for specific genres, particularly anime and domestic productions.
Leading Anime and Domestic Titles
DMM TV has solidified its position as a dominant force in Japan's streaming market, especially for fans of anime.The platform holds the top position for the number of new anime titles available for unlimited viewing, making it a primary destination for viewers following the latest releases.
Its extensive catalog features over 6,700 new and old anime titles, ensuring a comprehensive library for all types of fans.
Beyond animation, the service also boasts a formidable collection of local content, ranking 2nd in the number of domestic titles available for unlimited streaming.
The library's diversity extends to include 2.5D productions, domestic dramas, and movies, catering to a wide range of tastes.
| Content Category | Market Ranking / Volume | Description |
|---|---|---|
| New Anime Titles | Ranks 1st | Leads the market in the quantity of new anime series available for unlimited viewing. |
| Domestic Titles | Ranks 2nd | Offers the second-largest library of domestic productions among streaming services. |
| Total Anime Library | 6,700+ Titles | Features a comprehensive collection spanning both new and classic anime works. |
Exclusive Drama: 'Gedou no Uta SEASON2'
Securing high-profile exclusive content is a cornerstone of DMM TV's strategy to attract and retain subscribers.A prime example is its exclusive distribution of the drama 'Gedou no Uta SEASON2'.
The series enhances the platform's prestige by starring acclaimed actors Yosuke Kubozuka and Kazuya Kamenashi.
The show's plot focuses on a revenge agent duo, delving into their brutal past as they carry out their grim work.
By locking in such compelling, exclusive titles, DMM TV creates unique value that differentiates it in a crowded streaming landscape.

3. Past DMM TV Promotional Campaigns: Summer Anime Viewing
While newer platforms like Xiaohongshu leverage massive AI models to drive hyper-personalized user engagement, it is valuable to examine the more traditional, yet highly effective, content-centric strategies employed by established media services. DMM TV's past promotional activities serve as a strong case study in building community and driving viewership through targeted campaigns, demonstrating a different but potent approach to user retention that complements the main article's focus on AI-driven platforms. This section delves into one such event to highlight these classic engagement mechanics.Overview of the 2026 Summer Anime Campaign
Earlier this year, DMM TV hosted a significant promotional event specifically for its anime audience, titled the '2026 Summer Anime Viewing Campaign: Find Your Most Recommended Work Festival!'.This campaign was designed as a seasonal engagement driver, encouraging subscribers to explore and consume content from the platform's extensive anime library during the summer viewing period.
The festival's name itself suggests a focus on user discovery and community interaction, prompting viewers to identify and champion their favorite series.
Participation and Prize Details
The entry mechanism for the campaign was straightforward and directly tied to platform usage.To participate, users were required to watch eligible anime works that were being distributed on the DMM TV service.
This method effectively funneled viewership toward specific, curated titles, likely boosting metrics for new or featured series.
As a major incentive, the campaign offered what were described as luxury prizes to successful participants.
Among the rewards were highly coveted items for anime fans, such as autographed goods, which provided a unique and exclusive value proposition that generic discounts or points cannot match.
This campaign, now concluded as of August 2026, illustrates a classic strategy of leveraging exclusive, high-value rewards to stimulate content consumption and community buzz.

4. Tempo: A Payments-First Layer 1 Blockchain Platform
This section provides a detailed analysis of the Tempo blockchain, one of the core technologies highlighted in the broader discussion of RedNote's recent technological advancements. While the main article covers RedNote's AI initiatives, understanding Tempo is crucial as it represents the underlying infrastructure for potential decentralized commerce and payment applications tied to the ecosystem.Foundations and Core Offerings
Tempo is a foundational, or Layer 1, blockchain platform designed with a primary focus on payments.Its "payments-first" architecture suggests an emphasis on transaction speed, security, and low costs, which are essential for financial applications.
The project's credibility is significantly bolstered by its incubation from two industry giants: Stripe, a leader in digital payments, and Paradigm, a prominent crypto-focused investment firm.
This dual backing indicates a strategic fusion of traditional fintech expertise with deep blockchain knowledge, positioning Tempo as a serious contender in the payments infrastructure space.
Developer Tools for Integration
To foster adoption and enable the creation of a robust ecosystem, Tempo provides a comprehensive suite of developer-focused resources.The platform offers a range of APIs (Application Programming Interfaces) and SDKs (Software Development Kits) designed to simplify the process for developers to build applications and integrate their services with the Tempo network.
Furthermore, Tempo provides dedicated wallets, which are essential tools for end-users to manage their assets and interact with applications built on the blockchain.
This focus on providing accessible and powerful tools is critical for attracting developers and building a thriving ecosystem around its payments-first mission.

5. Tempo AI Software Factory: Accelerating Product Teams
As a core component of the TEMPO technology stack, the Tempo AI Software Factory represents Xiaohongshu's strategic move to translate its advanced AI capabilities into practical, high-velocity software development tools. This platform directly addresses the challenge of bridging the gap between user needs and engineering execution, serving as a powerful accelerator for internal and potentially external product teams. It stands as the application layer of the broader AI initiatives discussed in this article.AI-Powered Development for Product Teams
Tempo is fundamentally an AI Software Factory meticulously designed for the specific workflow of product teams.Its primary function is to dramatically shorten the development cycle by automating the initial, and often most time-consuming, phases of coding.
The platform is engineered to ingest raw inputs such as customer feedback, bug reports, and new product requirements.
From these text-based requirements, Tempo utilizes a team of specialized AI agents to perform the necessary work, transforming abstract ideas into concrete, reviewed pull requests ready for integration.
This automated pipeline from requirement to code represents a significant shift in how software is built, allowing human developers to focus on higher-level architectural decisions and final reviews rather than routine implementation.
Core Features: Multi-Agent Planning & Visual Editor
The engine driving Tempo's capabilities is built on two key technological pillars: multi-agent planning and a visual React editor.The multi-agent planning system orchestrates multiple AI agents, each potentially with a different specialization, to collaborate on the software development task. This allows for a more robust and sophisticated approach than a single monolithic AI, enabling complex problems to be broken down and solved collaboratively.
Complementing the AI-driven backend is a visual React editor.
This feature provides a crucial human-in-the-loop interface, allowing developers to see, interact with, and refine the code and components generated by the AI agents in a user-friendly visual environment.
This combination of automated agent work and visual editing positions Tempo as a comprehensive AI app builder, capable of not just generating code snippets but constructing functional application components from start to finish.

6. Xiaohongshu: A Leading Social E-commerce Platform
Before delving into the technical specifics of its multimodal AI, it is crucial to understand the platform that necessitated its creation.Xiaohongshu, also known as RedNote, operates at a unique intersection of social media and e-commerce, and its core value proposition is built upon a vast ecosystem of user-generated content.
This foundational context explains why a powerful, content-aware AI is not just an innovation but a strategic imperative for the company's future.
Connecting Users Through Shared Experiences
At its heart, Xiaohongshu is a social e-commerce platform.Unlike traditional online marketplaces that focus solely on transactions, Xiaohongshu integrates the discovery and purchasing processes into a community-driven social feed.
The platform’s fundamental mechanism is its function that allows users to share product reviews and shopping experiences.
This user-generated content—ranging from detailed product unboxings and tutorials to lifestyle vlogs and travel tips—forms the bedrock of the user experience, creating an environment of authentic, peer-to-peer recommendations.
It is this rich tapestry of shared experiences that drives both user engagement and commercial activity, making content the platform's most valuable asset.

7. Understanding Xiaohongshu's 2026 Content Ranking Algorithm
This section directly connects to the main article's theme by exploring the practical application of Xiaohongshu's advanced AI.While the main article details the architecture of Xiaohongshu's AI models, this analysis shows how that technology translates into a tangible user experience by powering the sophisticated personalization and content evaluation at the core of the platform's 2026 discovery engine.
Key Factors in Content Visibility
Based on guidance made available on August 11, 2026, the platform's current approach to content ranking has evolved to prioritize two critical, intertwined elements: AI-driven personalization and the speed of user interaction.The first key pillar is AI personalization, which moves beyond simple tag-matching to create a deeply tailored content feed for each user.
The system analyzes a user's entire interaction history to predict interest and serve content it deems most relevant, a process heavily reliant on the sophisticated neural network capabilities discussed in this article.
The second, equally important factor is engagement velocity.
This metric measures not just the total volume of likes, comments, and saves a post receives, but more importantly, the speed at which it accumulates these interactions immediately after publishing.
A post that gains significant traction quickly is identified by the algorithm as highly resonant or timely, leading to a substantial boost in its distribution to a wider audience.

8. Xiaohongshu's AI Leap: Unveiling 280B 'dots3-note' and TEMPO Technology
This section delves into the technical specifications and performance benchmarks of Xiaohongshu's new AI releases, which form the core of its strategic counter-offensive detailed in the main article, "RedNote's Counterattack: 280B Open Multimodal AI 'dots3' and TEMPO Technology Explained".The Open Multimodal 'dots3-note' Model
Just a few days ago, on August 14, 2026, Xiaohongshu's model lab, Rednote, released the first open-weight model in its new `dots3` series, named `dots3-note`.This is a substantial model, featuring a 280B parameter count.
Its architecture is a key highlight; `dots3-note` is a multimodal Mixture-of-Experts (MoE) model, a design chosen to effectively manage its scale and capabilities.
Specifically, the MoE architecture for the `dots3-note Preview` was released on August 15, 2026, to support its expansive 512K context window, allowing for the processing of incredibly large amounts of information in a single prompt.
In a significant move for the developer community, Xiaohongshu opened its `dots3-note` model with a permissively licensed framework, encouraging broader adoption and innovation.
TEMPO Technology: Advancing AI Performance
In addition to the flagship `dots3` series, Rednote also developed a model named TEMPO.This model was engineered for high-level performance, and it has already demonstrated capabilities that surpass existing solutions.
Specifically, TEMPO showed stronger performance than GRPO on the ARC benchmark, indicating a significant advancement in its reasoning abilities.

9. Claude AI: Anthropic's Safe and Problem-Solving Assistant
As Xiaohongshu introduces its new AI model, it enters a competitive landscape shaped by established AI systems with distinct philosophies.Understanding Anthropic's Claude provides crucial context, as it represents a major industry player focused heavily on AI safety and utility.
Claude is an artificial intelligence assistant trained and developed by the AI company Anthropic.
The system is specifically designed to function as a capable partner for problem solvers, assisting with a wide range of tasks.
Constitutional AI for Safety
A defining characteristic of Claude is its foundational approach to safety, which is governed by a framework known as Constitutional AI.Anthropic employs this method to ensure the AI operates in a safe and helpful manner, aligning its responses with a core set of principles rather than relying solely on direct human feedback for moderation.
This design choice positions Claude as an assistant engineered with safety as a primary, built-in feature.

10. Expanding Claude's Reach: Chrome Integration and Customizable Science App
While Xiaohongshu pushes the boundaries with its open multi-modal AI model, competitors like Anthropic are not standing still, focusing on expanding the accessibility and utility of their flagship AI, Claude, through targeted integrations and specialized applications.This strategy highlights a different path to market dominance: embedding powerful AI directly into existing user workflows and catering to niche, high-value professional domains.
Claude in Chrome: Seamless Integration
Anthropic has deepened Claude's integration into the user's daily digital environment with its new Chrome connector.Instead of a separate extension, Claude in Chrome is included as a connector, simplifying deployment and ensuring a more native experience within the browser.
This feature is designed for immediate use; it is ready to use when enabled by the user, removing complex setup procedures.
The key advantage is its contextual availability, as the connector can be turned on in any conversation, allowing users to invoke Claude's capabilities on-demand without leaving their current task or window.
Claude Science: A Research-Focused AI App
Moving beyond general-purpose assistance, Anthropic now offers 'Claude Science', a customizable app specifically tailored for the scientific and research communities.This application is not just a conversational agent but a dedicated work environment.
Its core strength lies in its ability to directly plug into the researcher's toolkit, as it integrates tools and packages researchers use, streamlining data analysis, literature review, and experimentation workflows.
Crucially, for academic and scientific integrity, 'Claude Science' produces auditable artifacts.
This means the outputs, reasoning processes, and data manipulations can be traced and verified, addressing a major need for reproducibility and transparency in AI-assisted research.
| Product / Integration | Key Features |
|---|---|
| Claude in Chrome | Included as a browser connector. Ready to use immediately upon being enabled. Can be activated within any ongoing conversation. |
| Claude Science | A customizable application for research. Integrates with common scientific tools and packages. Generates auditable artifacts for transparency. |

11. Building with Claude: Creating Agents and Applications
While companies like Xiaohongshu are building proprietary, large-scale foundational models from the ground up, Anthropic offers a contrasting strategy through its Claude development platform.This approach provides an alternative path for businesses and developers, enabling them to innovate by building on top of an established, cutting-edge AI ecosystem rather than creating their own.
Leveraging Frontier Models and Managed Infrastructure
The core of Anthropic's offering is a platform designed specifically for users to create their own AI agents and applications.This environment is not a sandboxed or limited toolset; it empowers developers to build sophisticated solutions tailored to their specific needs.
A key advantage of this platform is that it directly utilizes Anthropic's frontier Claude models, ensuring that any application or agent created is powered by the company's most advanced and capable AI technology.
Crucially, the platform also leverages a managed agent infrastructure.
This removes the immense operational burden of deploying, scaling, and maintaining the complex systems required to run AI agents, allowing creators to focus on application logic and user experience instead of backend complexities.

12. Windows 11 Version 26H2: The Next Annual Update
While this article's primary focus is on the groundbreaking developments in large-scale multimodal AI from companies like RedNote, it's crucial to also track the parallel evolution occurring in the foundational platforms that power our digital experiences.Microsoft's ongoing refinement of its core operating system represents a different, yet equally important, facet of technological progress.
This section examines the latest annual update to Windows 11, providing context on the steady, iterative advancements in the OS landscape as other firms pursue revolutionary AI models.
Early Access for Windows Insiders
Microsoft has officially designated Windows 11, version 26H2, as the next annual feature update for the Windows 11 operating system.While this marks the next major milestone for the general public, the update has already been in the hands of developers and enthusiasts for some time.
The company made version 26H2 available to participants in the Windows Insiders program as early as June 19, 2026, allowing for a period of testing and feedback ahead of a broader rollout.

13. Crucial Security Updates for Exchange Server 2019 and 2016
While advancements in large-scale AI represent the cutting edge of technology, the security and stability of foundational enterprise infrastructure remain a parallel and critical concern for IT professionals.This section pivots to address a vital maintenance update in the enterprise software space, focusing on Microsoft's ubiquitous mail server platform.
Addressing Server Vulnerabilities
On June 9, 2026, Microsoft released a set of important security updates for its on-premises Exchange Server products.These updates were specifically targeted to enhance the security posture of two key versions: Exchange Server 2019 and Exchange Server 2016.
It is critical for administrators to note that for Exchange Server 2016, these patches apply only to systems covered under the Extended Security Updates (ESU) program, underscoring the importance of maintaining paid support for legacy systems.

14. Customizing Your Inbox: Outlook's Sound Notifications
While our main analysis centers on the groundbreaking capabilities of Xiaohongshu's multimodal AI, this section shifts focus from the macro-level of technological revolution to the micro-level of user experience.We will examine a long-standing feature in a ubiquitous productivity tool: Microsoft Outlook.
This serves as a grounding counterpoint, reminding us that alongside the development of massive AI, the ability to personalize and control our immediate digital environment remains a fundamental aspect of effective software design.
Managing Sound Alerts in Outlook
Microsoft Outlook provides users with auditory feedback to signal various events within the application.These sound effects serve as immediate, non-visual cues for actions such as the arrival of a new email or a calendar reminder, helping to keep users aware of activity without requiring constant visual monitoring.
This feature is designed to enhance productivity by drawing attention to important updates as they happen.
Crucially, users are not limited to the default alert settings.
Outlook incorporates controls within its options menu that allow for the management of some of these sound effects.
This empowers users to customize their auditory environment, for instance, by disabling the new mail sound to minimize distractions in a busy workflow while retaining other critical alerts.

15. Expanding Microsoft 365 Copilot Capabilities and Agent Integration
This section provides a crucial counterpoint to the main article's focus on RedNote's AI.While RedNote is making waves with its open multimodal model, established enterprise players like Microsoft are simultaneously deepening the integration and power of their existing AI ecosystems.
By examining the recent enhancements to Microsoft 365 Copilot and its custom agent framework, we can better understand the broader competitive landscape and see how incumbent giants are evolving their productivity-focused AI platforms in parallel to the developments in the open-source and consumer-facing space.
Enhancements for Copilot and Studio Agents
As of late June 2026, Microsoft introduced new capabilities designed to enhance its AI-powered productivity suite.These updates directly apply to the core Microsoft 365 Copilot, expanding its functional baseline.
Significantly, the enhancements are not limited to the out-of-the-box Copilot experience.
The same new features are also available for custom agents that organizations build using Copilot Studio.
This creates a unified development path, ensuring that bespoke AI solutions can leverage the latest platform improvements.
However, there is a key deployment requirement: to access these new capabilities, the custom agents built in Copilot Studio must be formally published to the organization's Microsoft 365 environment.

16. Microsoft's Vigilance: Monitoring Hotmail Account Security
While the tech world focuses on advanced AI models, the persistent, foundational task of securing user data remains a cornerstone of major platform operations.Microsoft's long-standing security practices for its Hotmail services (now integrated into the broader Outlook ecosystem) offer a prime example of this continuous, background vigilance that protects millions of users daily.
Protecting Your Hotmail Account
A key pillar of Microsoft's security strategy involves the active monitoring of user accounts for any signs of suspicious behavior.Specifically, the company keeps a close watch on unusual login activities associated with Hotmail accounts.
This proactive system is designed to detect and flag access attempts that deviate from a user's established patterns, such as logins from a new geographical location, an unrecognized device, or at an atypical time.
By identifying these anomalies, Microsoft can trigger additional security verification steps, effectively creating a critical line of defense against unauthorized access and potential account takeovers.

17. Efficient PST to EST Time Conversion: Tools and Rules
As the development of complex technologies like Xiaohongshu's AI increasingly involves globally distributed teams, managing time zones becomes a critical operational detail.Collaboration between major tech hubs, such as engineering centers in the Pacific time zone and business headquarters in the Eastern time zone, requires precise coordination.
This section examines the practical tools and fundamental rules for converting Pacific Standard Time (PST) to Eastern Standard Time (EST), a daily necessity for modern tech companies.
Key Features of Conversion Tools
A variety of modern, easy-to-use digital tools are available for quickly converting PST to EST.These platforms go beyond simple time calculation, offering a suite of features designed to make cross-country scheduling intuitive.
Key functionalities include the ability for users to pick a specific date and time for the conversion, ensuring accuracy even when planning for future dates.
Many converters provide live clocks for major cities like Los Angeles and New York, offering an at-a-glance view of the current time in both locations.
The comprehensive data provided by these tools is essential for effective planning.
| Feature Category | Description |
|---|---|
| Time & Date Comparison | Provides a side-by-side view of PST and EST, including the current local time, date, and allows users to select a specific date for future or past conversions. |
| Offset & Difference Data | Displays the precise UTC offsets for each time zone and calculates the exact time difference between them. |
| Daylight Saving & Working Hours | Automatically accounts for daylight saving changes and can overlay typical working hours to help users find mutually convenient meeting times. |
| Live City Clocks | Features live, real-time clocks for anchor cities in each time zone, such as Los Angeles (PST) and New York (EST). |
The 3-Hour Time Difference Rule
The fundamental rule governing the conversion is straightforward: Eastern Time is always 3 hours ahead of Pacific Time.This constant difference means that if it is 9:00 AM in a Pacific time zone city like Los Angeles, it is already 12:00 PM (noon) in an Eastern time zone city like New York.
Understanding this simple three-hour offset is the first step in manually calculating time differences and is the core logic upon which all automated conversion tools are built.



