高效生成：得益于高比例的线性注意力机制，在超过 32K 生成长度下，访存规模降低 10 倍以上，生成 吞吐提升 3 倍以上，尤其适合深度思考和长程执行的任务。 智通财经APP获悉，2月13日，蚂蚁集团发布并开源首个混合线性架构的万亿参数思考模型Ring-2.5- 1T。目前，Ring-2.5-1T的模型权重与推理代码已在Hugging Face、ModelScope等主流开源平台发布。官 方平台Chat体验页和API服务将在近期上线。 作为迈向通用智能体时代的关键步骤，团队将混合线性注意力架构在预训练和强化学习上均进行了大规 模扩展，一方面利用高效的1：7 MLA + Lightning Linear Attention架构来提升模型的思考效率和探索空 间，另一方面通过扩展强化学习和智能体环境规模来提升模型的思考深度和长程执行能力。 相比此前发布的 Ring-1T，Ring-2.5-1T 在生成效率、思考深度、长程执行上均有大幅提升： 深度思考：在 RLVR 基础上引入 dense reward 来反馈思考过程的严谨性，使得 Ring-2.5-1T 同时实现 IMO 2025 和 CMO 2025 的金牌水平 ...

Core Viewpoint - GOSIM Paris 2026 is a significant global open-source and AI technology event aimed at fostering collaboration and innovation within the open-source community, focusing on the development of Agentic AI systems and applications [4][11][46]. Group 1: Event Overview - GOSIM Paris 2026 will take place from May 5 to 6, 2026, at Station F in Paris, inviting global technology leaders, contributors, researchers, and innovative companies to explore open-source methodologies for building models and systems in the Agent era [4][8]. - The event is positioned as a continuation of the successful GOSIM conference held in May 2025, which featured 89 speakers from top organizations like Meta, NVIDIA, and Oxford University, leaving a lasting impact on the global tech community [7][8]. Group 2: Venue Significance - Station F, the largest startup campus in the world, serves as the venue for GOSIM Paris 2026, known for its innovation and collaboration in AI, housing over 1,000 startups and numerous cutting-edge tech projects [8][10]. - The venue is recognized for nurturing AI innovation, with major tech companies like Microsoft and Meta establishing incubation projects there, making it a hub for technological advancement [8][10]. Group 3: Focus Areas of the Conference - The conference will concentrate on seven core technology areas, including Agentic AI, Open Source Robotics, Open Source Models, AI Generative Applications, Edge AI, AI Protocols, and AI Hardware, each addressing critical topics relevant to the future of AI and open-source collaboration [12][14][17][18][19][21][23]. - Specific topics of interest include communication protocols for agent systems, the development of autonomous robotic systems, and the optimization of open-source models for cognitive capabilities in the Agent era [14][17][21]. Group 4: Engagement and Participation - GOSIM Paris 2026 will feature hands-on workshops, hackathons, and competitions, encouraging participants to engage actively in coding, building robots, and debugging, rather than passively attending presentations [24][25]. - The event aims to create a vibrant international community by attracting over 970 technical experts and contributors from 28 countries, fostering deep organizational links with various renowned tech communities [10][11]. Group 5: Call for Contributions - The conference is actively seeking proposals for topics and speakers, inviting individuals with unique insights or practical experiences in Agentic AI, open-source models, robotics, or edge computing to participate [28][30]. - Opportunities for showcasing innovative open-source projects and engaging in collaborative coding challenges will be available, enhancing the interactive experience of the event [30][31]. Group 6: Sponsorship Opportunities - GOSIM Paris 2026 offers sponsorship opportunities for organizations looking to enhance their brand visibility, connect with top developers, and engage with startups and investment institutions globally [34][36][38]. - Sponsors will benefit from high-frequency brand exposure, direct access to a network of over 1,000 developers, and opportunities to promote their technologies through workshops and hackathons [36][38].

AI幻觉克星来了！ "AI除幻第一股"海致科技集团今天在港挂牌上市，首日最大涨幅达268%，最高报99.6港元/股。根据公 开资料，海致科技集团本次总计募资7.585亿港元，发行价为每股27.06港元。若以99.6港元/股粗略计 算，每手200股，不计手续费，中签的投资者一手可赚约14500港元。 公开资料显示，海致科技集团作为中国图计算与图数据库领域领军企业，聚焦"图模融合"技术路径，打造 Atlas图谱解决方案与产业级智能体双引擎。该公司上市之前，在投资圈就已是顶流，其背后有君联资 本、BAI、高瓴资本等顶级机构多轮融资加持。 AI幻觉克星暴涨 海致科技集团在港交所挂牌首日表现惊艳，盘中最高涨幅突破268%，最高股价达到99.6港元/股。 资料显示，海致科技集团本次全球发售项下的发售股份数目为2803.02万股H股；香港发售股份数目为 280.32万股H股(可予重新分配)；国际发售股份数目为2522.7万股H股(可予重新分配)。最高发售价为每 股H股28港元。 上天天基金APP搜索777注册即可领500元券包，优选基金10元起投！限量发放！先到先得！ 具体来看，壁仞科技彼时有2347倍超购，上市首日暴涨1 ...

Core Insights - The article highlights the shift in AI applications from merely answering questions to executing tasks effectively, with a focus on desktop agents that can manage multiple applications and perform real-world tasks seamlessly [21][23]. Group 1: Desktop Agent Applications - The emergence of desktop agents signifies a transition in AI capabilities, moving from being assistants in dialogue boxes to executing tasks directly on the desktop [21]. - Notable applications include "阶跃 AI 桌面伙伴," which integrates local tools and offers features like screenshot queries and task scheduling [7]. - "WorkAny" is an open-source desktop AI that can execute scripts in a secure environment, facilitating file management and document generation [9]. Group 2: Learning and Knowledge Management - "智谱清言 AI 学习搭子" focuses on transforming educational materials into knowledge maps and cards, promoting a companion-style learning experience [11]. - "Thetawave AI" supports multi-source content transcription and generates structured notes, suitable for students and knowledge workers [13]. Group 3: Content and Video Creation - "道影 AI" is a comprehensive video production platform designed for content creators, emphasizing integrated processes from script to final product [12]. - "Notebook LM" by Google aids in research by summarizing and organizing user-uploaded materials, enhancing understanding and interaction [13]. Group 4: Development and Programming Collaboration - "OpenCode" is an AI programming tool designed for Vibe Coding, integrating chat, code editing, and terminal functionalities in one interface, making it user-friendly for beginners [15]. Group 5: Trends and Future Directions - The current trend indicates a movement towards sustainable productivity tools that emphasize structured understanding and complete workflows rather than isolated generation [21][23]. - Applications that can embed themselves into user workflows and handle continuous, verifiable tasks are likely to succeed in the evolving AI landscape [23].

Core Insights - Anthropic has raised $30 billion in Series G funding, leading to a valuation of $380 billion, marking one of the largest private financings in tech history [1][5] - The company has achieved an annualized revenue of $14 billion within three years, demonstrating rapid growth in the AI sector [6][12] Funding Details - The funding round was led by GIC and Coatue, with participation from notable investors such as D.E. Shaw Ventures, Dragoneer, Founders Fund, and many others, including Microsoft and NVIDIA [5][11] - This financing reflects a significant investor interest in AI, despite ongoing debates about the sustainability of the AI bubble [3][11] Business Strategy - Anthropic's focus on enterprise users has been a key driver of its success, as these clients tend to have stronger payment capabilities and higher retention rates compared to consumer-focused models [9][10] - The company has not only built its user base but has also seen a tenfold increase in revenue over the past three years, indicating a robust market position [12] Product Development - The Claude Code product has emerged as a major growth engine, with annualized revenue surpassing $2.5 billion and a doubling of weekly active users since the beginning of the year [12][17] - Anthropic has expanded its offerings beyond programming to include financial analysis, data modeling, and other critical business functions, enhancing its versatility in the AI landscape [18] Market Position - The company is recognized as a leader in enterprise AI, with significant endorsements from investors and industry experts, highlighting its performance and scalability [23] - Anthropic's Claude is the only AI model that can be deployed across major cloud platforms like AWS, Google Cloud, and Microsoft Azure, showcasing its flexibility and adaptability to various business needs [23]

【导读】清华大学团队推出的Dolphin模型突破了「高性能必高能耗」的瓶颈：仅用6M参数（较主流模型减半），通过离散化视觉编码和物理启发的热扩 散注意力机制，实现单次推理即可精准分离语音，速度提升6倍以上，在多项基准测试中刷新纪录，为智能助听器、手机等端侧设备部署高清语音分离开 辟新路。 视听语音分离（Audio-Visual Speech Separation, AVSS）技术旨在模拟人类的「鸡尾酒会效应」，即利用说话人的面部视觉线索（如口型变化），从背景噪 声或多人混合语音中精准提取出目标说话人的声音。这项技术在智能助听器、移动通信、增强现实及人机交互等领域具有极其重要的应用价值。 然而，长期以来，该领域面临着「性能与效率难以兼得」的困境：高性能模型往往依赖庞大的预训练参数和高昂的计算开销，难以在资源受限的边缘设备 上部署；而轻量化模型则通常以牺牲分离精度为代价，且常依赖高延迟的迭代计算。 针对这一痛点，清华大学计算机系胡晓林副教授团队提出了一种全新的高效视听语音分离模型Dolphin。 该模型通过引入离散化视觉语义表征和基于物理先验的全局-局部注意力机制，在大幅降低计算复杂度的同时，刷新了多项基准数据集 ...

近年来，北京经开区通过"政策引领+梯队培育+管家服务"相结合的模式，为拟上市企业提供全流程支 持。例如，创新发布新的上市专项政策"群雁计划"，从"结果奖励"转向"过程服务"和"培育赋能"，着力 完善企业上市服务体系，全方位助力企业登陆资本市场。为企业提供分层分类精准服务，打造以头雁企 业为引领、鸿雁企业为中坚、雏雁企业为基石的"雁阵式创新梯队"。为企业配置专人管家，持续跟进企 业上市进展，响应企业诉求；践行"上市服务专家顾问团队"机制，通过专题培训、"一对一"辅导、"走 进交易所"等形式，为企业提供咨询服务。发挥市区协同联动作用，依法合规推进上市相关工作。截至 目前，北京经开区上市企业总数已超60家，涵盖新一代信息技术、高端汽车和新能源智能汽车、生物技 术和大健康、智慧物流等产业领域，形成结构合理、梯次相对完整的上市企业矩阵。 北京亦庄企业北京海致科技集团股份有限公司正式在港交所挂牌上市。 来源：北京亦庄 此次港股IPO，海致科技全球发售2803.02万股H股，其中香港公开发售280.32万股，国际配售2522.7万 股，发行定价为每股27.06港元，募集资金总额约7.6亿港元。本次募集资金将用于强化图模融合 ...

Core Insights - OpenClaw is an innovative AI agent that operates on personal computers, allowing users to interact with it through messaging platforms like WhatsApp and Telegram, providing system-level permissions for tasks such as file management and email communication [7][8] - The project has gained significant traction, with over 170,000 stars on GitHub within weeks, indicating a strong community interest and support [5][7] - OpenClaw's ability to maintain persistent memory allows it to remember user preferences and past interactions, making it a more effective assistant [7][8] Group 1: Use Cases - An example of OpenClaw's capabilities includes negotiating a car purchase, where it saved a user $4,200 by autonomously contacting dealers and negotiating prices through email [10][12] - Another case involved the AI recognizing a user's personal context, such as not sending reminders on a spouse's birthday, showcasing its understanding of social relationships [14][15] - Users have reported using OpenClaw for various tasks, including managing emails and scheduling, likening the experience to training a new employee rather than using a traditional app [15][18] Group 2: Community and Market Response - Major tech companies in South Korea have restricted the use of OpenClaw among employees, reflecting concerns about its implications in the workplace [8] - The rapid emergence of new use cases has sparked both excitement and unease within the community, highlighting the dual nature of AI's capabilities [8][12] - Following OpenClaw's popularity, a platform called RentAHuman.ai was launched, allowing users to hire individuals for tasks that require physical presence, indicating a market response to AI's limitations in the physical world [25][27] Group 3: Risks and Challenges - There are concerns regarding the security of OpenClaw, with reports indicating that a significant percentage of plugins may contain malicious code, raising questions about the safety of user data [28] - The AI's ability to operate autonomously without clear boundaries has led to instances of unintended actions, emphasizing the need for careful oversight and control [24][28] - The potential for AI to become an independent economic agent is being explored, but it raises ethical and operational challenges that need to be addressed [27][29]

Core Viewpoint - Haizhi Technology Group, known as the "first stock to eliminate AI hallucinations," debuted on the Hong Kong Stock Exchange with a maximum increase of 268%, reaching a peak price of 99.6 HKD per share on its first trading day [1][2]. Group 1: Company Overview - Haizhi Technology Group raised a total of 758.5 million HKD through its IPO, with an issue price of 27.06 HKD per share [1]. - The company is a leading player in China's graph computing and graph database sector, focusing on the "graph-model integration" technology path, and has developed the Atlas graph solution and industrial-grade intelligent agents [1][4]. Group 2: Financial Performance - From 2022 to 2024, Haizhi Technology Group's total revenue is projected to grow from 313 million CNY to 503 million CNY, with a compound annual growth rate (CAGR) of 26.8% [5]. - The gross profit margin improved from 30.91% to 36.3% during the same period, with the gross profit margin for the first three quarters of 2024 reaching 39.7%, reflecting product structure upgrades and operational efficiency improvements [5]. Group 3: Market Demand and Growth Potential - The market for AI-related new stocks has seen significant demand, with Haizhi Technology Group experiencing a subscription rate of 5065.06 times during the public offering phase [6]. - The segment of "AI intelligent agents centered on graphs" is expected to grow rapidly, with the market size projected to increase from 200 million CNY in 2024 to 13.2 billion CNY by 2029, representing a CAGR of 140% [6]. - The global edge AI market is anticipated to grow from 321.9 billion CNY to 1.22 trillion CNY between 2025 and 2029, with a CAGR of 40% [6][7].

Core Insights - Consensus Hong Kong 2026 attracted 11,000 attendees from over 122 countries, emphasizing its role in the global dialogue on finance and digital assets [1][2] - The event generated an estimated economic impact of nearly HK$300 million for the local economy, showcasing Hong Kong's commitment to becoming a global hub for digital assets [1][2] - The conference featured over 350 speakers and highlighted key topics such as institutional adoption, stablecoins, and the integration of AI and blockchain technologies [1][2] Event Highlights - The conference was held from February 10-12, 2026, at the Hong Kong Convention and Exhibition Centre, with a diverse audience split nearly 50/50 between Asia and the rest of the world [1][2] - Senior leadership made up 62% of the total attendance, indicating the event's significance for high-level industry decision-makers [1][2] - Keynote addresses included remarks from Hong Kong's Financial Secretary, Paul Chan Mo-po, focusing on the convergence of AI and blockchain [1][2] Innovation and Development - The agenda included discussions on the 'Machine Economy' and the harmonization of AI agents, robotics, and on-chain execution [1][2] - More than 1,000 developers and 240 startups participated in the EasyA Consensus Hackathon and CoinDesk PitchFest, showcasing innovative projects [1][2] - Notable winners included FoundrAI, SentinelFi, and PumpStop, highlighting advancements in AI and crypto trading technologies [1][2] Future Directions - Following the success in Hong Kong, Consensus will move to Miami from May 5-7, 2026, continuing discussions on the digital asset agenda [1][3] - The event aims to reinforce Hong Kong's role as a gateway to Asia and promote forward-thinking policies in the digital asset space [1][3] - Consensus serves as a platform for exploring trends in the digital economy, including DeFi, Web3, and evolving regulatory landscapes [2][3]