智能体方面，2026年初，名为OpenClaw的开源智能体工具在开发者社区和各大技术论坛引起较大轰 动，它不再是过去那个只会陪聊的聊天机器人，而是进化成了能够接管电脑、协助人类完成具体办公任 务的"办公搭子"，初步展示了生产力大变革的形象。多模态方面，字节发布的SeeDance2.0让大模型具 有了影视行业的生产力，从此前"生成一段画面"走向"完成一个作品"，生成15秒视频的可用率从此前 20%提升至90%，提升效率降低成本，有望推动漫剧等行业进入规模化发展阶段。 中银国际认为，随着大模型能力提升，这两条演进路径逐步清晰：Agent通过理解用户意图、拆解复杂 任务，搭载MCP和Skills等工具，快速覆盖商业办公、法律和金融领域应用；多模态有望通过生成仿真 数据，进一步用于加速具身智能等场景。 算力涨价成为新迹象，凸显算力供应瓶颈，算力产业链有望持续受益 中银国际发布研报称，2026年春节前后，国内外主要AI模型纷纷完成重大升级。随着大模型能力提 升，智能体与多模态两条演进路径逐步清晰。与此同时，智谱(02513)节前发布GLM Coding Plan价格调 整函，这一涨价预示着优秀的大模型企业不缺需求，有望 ...

伴随着Anthropic的桌面智能体Cowork持续发布不同行业的插件，投资者担忧AI会对软件行业带来颠覆 性冲击，从而带来美股软件板块的大幅调整。投资者对"模型吞噬软件"的担忧有一定合理性，但最终软 件行业将呈现"K型"分化：缺乏独有数据资源或者深度行业Know-How、未形成网络效应的横向软件将 面临模型更大的威胁，而拥有独家数据资源、容错率较低或具备监管锁定特征的纵向核心系统则风险较 小，更容易依托自身系统叠加AI Agent来满足客户需求。 智通财经APP获悉，东方证券发布研报称，2026年马年春节，互联网三大巨头投入超40亿元，将AI从实 验室技术推向应用场景，AI应用迎来全民普及的关键点。2月前后海内外模型迎来"上新潮"，而中国开 源模型在性能和价格上的优势，使其成为全球开发者的选择。伴随着Anthropic的桌面智能体Cowork持 续发布不同行业的插件，市场担忧AI会对软件行业带来颠覆性冲击。市场对"模型吞噬软件"的担忧有一 定合理性，但最终软件行业将呈现"K型"分化。 东方证券主要观点如下： 大厂从模型PK走向场景和生态比拼 2026年马年春节，互联网三大巨头投入超40亿元，将AI从实验室技 ...

春节假期期间，海外内主要科技厂商展开新一轮Al竟赛。阿里巴巴、字节跳动、智谱等国内厂商纷纷上 线最新的大模型Qwen3-Max-Thinking、豆包2.0、GLM-5等。海外厂商同样紧随其后，谷歌发布Gemini3 DeepThink推理增强版本等。场景下沉不断开拓C端用户，筑牢基础用户生态。 国内AI厂商在春节期间开启"红包大战"，腾讯元宝发放10亿元现金红包；千问启动30亿元的"春节请客 计划"，以"帮大家点一杯奶茶"迅速出圈；字节跳动通过春晚送出超过10万份科技好礼等。 国联民生证券表示，持续看好AI投资机会，从四维度验证行业高景气：①科技巨头资本开支增长； ②AI助手Clawdbot验证AI从对话工具向执行者转型，边缘AI产品前景广阔；③算力基础设施供需紧张 持续，推动上游通胀，云厂涨价、H100租赁价格上行，存储板块或延续涨价态势；④AI已进入应用落 地、需求加速与产业链景气共振阶段，全面看多AI产业趋势。 盘面上，春节后第一个交易日（2月24日），重点布局国产AI产业链的科创人工智能ETF（589520）或 由于海外AI行情扰动，意外下跌，场内价格一度下探3.8%，现跌3.14%，场内频现溢价交 ...

Core Insights - The report highlights a significant iteration of large models during the Spring Festival, with advancements in multi-agent collaboration and native multi-modal capabilities driving a leap in performance [1] - Major AI companies have released new foundational models, showcasing features such as parallel agent architecture, complex logical reasoning, and support for ultra-long context [1] - The industry trend is shifting from conversational Q&A to fully automated management of complex engineering tasks [1] Company Developments - Google launched its flagship model Gemini 3.1 Pro, achieving a 77.1% accuracy in the ARC-AGI-2 test and supporting a million-token ultra-long context [2] - Anthropic's Claude Sonnet 4.6 has improved its efficiency in code writing and long text reasoning, slightly outperforming its predecessor Opus 4.6 [3] - xAI introduced the Grok 4.2 model with 500 billion parameters, utilizing a multi-agent cluster mechanism for complex task handling [3] - Alibaba's Qwen 3.5 flagship series integrates linear attention and expert mixture architecture, enhancing decoding throughput by 8.6 times [4] - ByteDance's Doubao 2.0 matrix includes various versions optimized for complex instruction execution, achieving gold medal-level performance in competitions [4] - Zhiyuan AI launched the GLM-5 model with 744 billion parameters, marking a significant advancement in automated intelligent engineering [5] - MiniMax's M2.5 model set industry records in productivity benchmarks, achieving an 80.2% accuracy rate [5] - Kimi's K2.5 model employs joint text-visual pre-training technology, significantly reducing end-to-end reasoning latency [6] Industry Trends - The demand for AI reasoning has led to a price increase in cloud services, with Alibaba Cloud reporting a 34% growth in revenue for Q3 2025, driven by AI-related products [7] - The industry is transitioning from a "price-for-volume" model to a "premium monetization" approach in cloud services [7] - The hardware landscape is shifting from a focus on GPU dominance to a collaborative heterogeneous computing model, with increased demand for CPU and memory due to the rise of AI agents [8] - The need for high concurrency reasoning has highlighted the "memory wall" bottleneck, prompting data centers to adopt high-speed interconnect technologies [8]

Core Viewpoint - The travel data during the Spring Festival showed strong performance, while the IEEPA tariff ruling and escalating Middle East tensions disturbed risk appetite. The AI competition accelerated, and the resilience of the US economy led to a decline in interest rate cut expectations [1][2][7] Group 1: Major Events and Market Trends - The US Supreme Court ruled the IEEPA tariffs illegal, prompting Trump to invoke the Trade Act of 1974, resulting in an average tariff rate that may not differ significantly from previous levels [2][8] - The technology sector continues to see a high level of interest with new AI and robotics products emerging [2][14] - The US economy remains resilient, with inflation pressures emerging, leading to a decline in interest rate cut expectations [2][23] Group 2: Asset Class Performance - During the Spring Festival, major asset classes showed divergence, with the Nasdaq, Korean index, and European stocks rising by 1.51%, 5.92%, and 2.44% respectively, while Hong Kong stocks weakened due to liquidity and competitive pressures [3][26] - The bond market showed mixed results, with US Treasury yields slightly rising while Japanese and German long-term bond yields fell [3][26] - Precious metals and oil performed strongly due to safe-haven demand, with gold and silver prices reaching $5104 and $84 per ounce, respectively, and oil prices rising to $71 per barrel [3][26] Group 3: Debt Market Outlook - The post-Spring Festival bond market will largely depend on the fundamentals, policy signals, supply and demand, and stock market performance [4][41] - The bond market is expected to remain in a volatile state, with limited space below 1.8% for the 10-year Treasury yield [4][41] - The demand side of the bond market is primarily driven by insurance and bank allocations, with a focus on the potential for structural opportunities in medium to short-term bonds [4][40] Group 4: Stock Market and Convertible Bonds - The stock market is expected to open slightly lower on the first trading day after the holiday, with a focus on tariff and trade issues, the Fed's interest rate decisions, and geopolitical concerns [5][42] - The overall market sentiment is expected to remain positive, with potential for a quick recovery after a slight dip [5][42] - Investors are advised to optimize their positions during the post-holiday low opening, particularly in sectors like AI applications and humanoid robots that may be undervalued due to market sentiment [5][48]

Market Performance During Spring Festival - Major stock indices mostly rose, with South Korea and European markets performing well. The S&P 500 and Nasdaq indices increased by approximately 1% [1] - In the Asia-Pacific region, South Korea's index stood out with a rise of nearly 5.5%, while the Hang Seng Index fell by 0.6% and the A50 index rose by 1.4% [1] - In the Hong Kong market, energy and materials sectors led the gains, both rising over 3%, while industrial, consumer, and technology sectors lagged behind [1] Commodity Market - Commodity performance was mixed, with crude oil and precious metals showing the best results. Silver rose over 10% and oil prices increased by nearly 6% [1][7] - Industrial metals had modest gains, with copper and aluminum slightly up, while natural gas and tin saw significant declines [1] Bond and Currency Markets - U.S. Treasury yields fluctuated, maintaining around 4.1%, while the U.S. dollar index rose significantly by 0.86% [1][5] - The Chinese yuan experienced initial appreciation followed by depreciation, fluctuating around 6.9 [1] Domestic Data and News - The Spring Festival box office revenue was 4.924 billion yuan, down 48.24% year-on-year, with total attendance dropping by 45.5% [12] - Cross-regional personnel flow during the Spring Festival increased by 11.2% compared to the previous year, reaching 5.08 billion trips [14] - The tourism market showed continued growth, with long-distance travel orders accounting for 59.6% of bookings, and inbound tourism also seeing significant increases [21] AI and Technology Developments - Major tech companies launched new AI models during the Spring Festival, indicating a competitive landscape in AI infrastructure [23][24] - Notable releases included Alibaba's Qwen3-Max-Thinking and ByteDance's Protenix-v1, showcasing advancements in AI capabilities [24]

Market Overview - US CPI growth slowed to 2.4% year-on-year in January, below expectations, leading to reduced inflation concerns and increased expectations for interest rate cuts, with traders now estimating a 50% chance of three rate cuts this year [10][28] - The S&P 500 index experienced a weekly decline of 1.39%, while the Nasdaq fell 2.1%, marking significant market volatility [17] - In Asia, the Shanghai Composite Index fell below 4100 points, with semiconductor stocks performing well, while the Hang Seng Index dropped by 1% [2] Key Developments in China - The People's Daily published an important article by General Secretary Xi Jinping emphasizing the need to boost domestic demand and implement measures to stimulate consumption and investment [23] - China's social financing in January reached 7.22 trillion yuan, with new RMB loans amounting to 4.71 trillion yuan, and M2 money supply growing by 9.0% year-on-year [24] - The housing market showed mixed signals, with a narrowing month-on-month decline in prices across first, second, and third-tier cities, but an expanding year-on-year decline [4][24] Regulatory Actions - The Financial Regulatory Bureau and the Market Regulatory Bureau held discussions with six travel platform companies regarding compliance issues in their lending practices [5][25] - New antitrust compliance guidelines were issued, highlighting eight new types of monopolistic risks, including "choose one" and "lowest price across the network" practices [25] Company News - Meituan forecasted a significant loss of over 23 billion yuan for 2025, continuing losses into the first quarter [9][25] - DeepSeek is expected to release a new model, V4, around the Spring Festival, which is currently undergoing testing [6][26] - ByteDance launched Doubao 2.0, significantly reducing inference costs and competing directly with GPT-5 and Gemini 3 [7][27] - MiniMax introduced the M2.5 model, which operates at a cost of $1 per hour, significantly cheaper than GPT-5, while maintaining competitive performance [8][26] International Developments - The US is considering partially lifting tariffs on aluminum and steel to alleviate inflationary pressures [13][29] - The US military is preparing to deploy a second aircraft carrier to the Middle East amid rising tensions with Iran [14][41] - Trump confirmed plans to visit Venezuela, with US energy officials noting that Venezuelan oil revenues have exceeded $1 billion [15][30]

以下文章来源于极客公园 ，作者连冉 极客公园 . 用极客视角，追踪你最不可错过的科技圈。欢迎同步关注极客公园视频号 本文来自微信公众号： 极客公园 ，作者：连冉，编辑：郑玄，原文标题：《Seedance 2.0 炸场之 后，豆包 Seed2.0 能否再度勇攀高峰？》 真正决定豆包2.0能否承载Agent场景的，仍然是底层能力本身。 首先是逻辑推理能力的显著提升。在推理与数学等核心评测维度上，豆包2.0已经进入与Gemini 3 Pro同一梯队的区间。但比榜单更重要的是，它在真实任务中的表现更加稳定：能够完成复杂任务的 结构化拆解，建立因果链条，进行多步规划，并在最终输出前进行结果校验。 | Capability Benchmark | Seed2.0 | | Seed2.0 Seed2.0 | GPT-5.2 | GPT-5 | Claude | Claude | Gemini 3 | Gemini 3 | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | | Pro | Lite | Mini | High | mini-High ...

Core Insights - ByteDance officially launched Doubao-Seed-2.0, a significant upgrade to its AI model, which has evolved over the past year and a half, enhancing capabilities in text, multimodal understanding, deep reasoning, and agent execution [1][2] Model Features - Doubao-Seed-2.0 offers a full-stack model matrix, multimodal understanding, enterprise-level agent capabilities, and cost efficiency, positioning it among the global leaders in AI [1] - The flagship Doubao-2.0 Pro targets deep reasoning and long-chain task execution, directly competing with models like GPT 5.2 and Gemini 3 Pro [2] Model Variants - The Doubao-2.0 series includes Pro, Lite, and Mini versions, all featuring upgraded multimodal understanding and enhanced LLM and agent capabilities for real-world task execution [3] - The Pro version achieved top scores in various competitions, showcasing its advanced mathematical and reasoning abilities [3] Performance Metrics - Doubao-2.0 Pro excels in instruction following, tool invocation, and search agent evaluations, achieving a score of 54.2 in the HLE-Text test, significantly outperforming other models [4] - The model's pricing structure offers a competitive edge, with input costs at 3.2 yuan per million tokens for inputs under 32k and 16 yuan per million tokens for outputs, making it more cost-effective than competitors [4] Multimodal Understanding - The model's multimodal capabilities have been significantly enhanced, achieving top scores in visual reasoning, spatial perception, and long-context understanding tests [7] - Doubao-2.0's ability to process complex visual inputs and generate interactive content aligns closely with the advancements seen in Gemini 3 Pro [7][8] Strategic Positioning - The development of Doubao-2.0 reflects a broader industry trend towards creating AI that can understand and interact with the physical world, moving beyond mere language processing to executing complex real-world tasks [6][8]

转载自《硅星人Pro》 作者 ｜ 王兆洋 作者｜王兆洋 邮箱｜wangzhaoyang@pingwest.com 价格只有Gemini 3 pro的1/4、多模态理解和推理能力顶级、从底层支撑了现象级Seedance2.0大杀四方的大一统基座模型豆包2.0，终于来了。 这是最近最被期待的模型之一。即便这个春节的AI圈如此热闹，你也不得不承认，目前字节跳动成功抢走了绝大部分注意力。 先是Seedance2.0的惊艳亮相——各个社交网络上都是它制作的惊人的视频，被形容为"杀死比赛"和结束AIGC童年期，并且被很多人用来与去年DeepSeek 效应对比；再是媲美Nano Banana，在理解和推理上有很大进步的Seedream模型；然后就是刚刚，为前两个模型提供了底层智能基础的基座模型豆包2.0最 终亮相。 这次豆包大模型2.0系列（Doubao-Seed-2.0）提供了多个模型选择：包含 Pro、Lite、Mini 三款多模态通用模型，以及面向开发者的 Code 模型（Doubao- Seed-2.0-Code），以满足不同场景下企业和用户对延迟和成本的不同需求。 至此，字节整个豆包大模型家族到齐。三连击，注意力 ...