2026年AI数据中心电力需求暴增:站点功耗达100
根据最新行业指南,2026年AI数据中心单站点电力需求高达100至750兆瓦,主要受推理工作负载和高密度GPU集群(如英伟达Blackwell)驱动。Gartner预测,全球数据中心电力需求将在2026年超过1000太瓦时,超过日本全国用电量。推理负载现占AI计算总量的80%~90%,要求数据中心持续高功耗运行,而非仅峰值容量。单个英伟达GB200 NVL72机架功耗达120~140千瓦,传统15千瓦/机架的数据中心无法直接支撑。电网连接成为主要瓶颈,新接入高容量电网在美国弗吉尼亚、爱尔兰都柏林等中心需等待4~7年。电力解决方案包括电网、小型模块化反应堆、天然气及可再生能源,运营商需根据规模、法规和风险选择策略,重点关注每瓦特产生token数而非仅PUE。 #AI数据中心 #电力需求 #GPU集群 #推理负载 #基础设施瓶颈 #电网连接 #NVIDIA #液冷 #能源策略 #2026
根据最新行业指南,2026年AI数据中心单站点电力需求高达100至750兆瓦,主要受推理工作负载和高密度GPU集群(如英伟达Blackwell)驱动。Gartner预测,全球数据中心电力需求将在2026年超过1000太瓦时,超过日本全国用电量。推理负载现占AI计算总量的80%~90%,要求数据中心持续高功耗运行,而非仅峰值容量。单个英伟达GB200 NVL72机架功耗达120~140千瓦,传统15千瓦/机架的数据中心无法直接支撑。电网连接成为主要瓶颈,新接入高容量电网在美国弗吉尼亚、爱尔兰都柏林等中心需等待4~7年。电力解决方案包括电网、小型模块化反应堆、天然气及可再生能源,运营商需根据规模、法规和风险选择策略,重点关注每瓦特产生token数而非仅PUE。 #AI数据中心 #电力需求 #GPU集群 #推理负载 #基础设施瓶颈 #电网连接 #NVIDIA #液冷 #能源策略 #2026
A24与谷歌DeepMind合作引粉丝强烈不满
以出品艺术电影闻名的A24公司,其最新恐怖片《Backrooms》全球票房突破3亿美元,该片被认为暗含对生成式AI的批判。然而,A24近日宣布与谷歌旗下AI实验室DeepMind达成7500万美元研究合作,共同开发电影制作工具。这一消息引发粉丝强烈反弹,在社交媒体上批评A24“背叛立场”,甚至有人号召盗版抵制。A24回应称,合作旨在让艺术家参与工具设计,避免被动接受技术摆布。此举反映了硅谷与好莱坞日益紧张的共生关系——此前迪士尼曾斥资10亿美元获得OpenAI的Sora模型授权,而AI对影视行业的冲击(如取代初级岗位、威胁编剧室)正引发广泛担忧。A24的独立精神和反叛形象,使其这一商业决策格外刺眼。 #A24 #GoogleDeepMind #AI合作 #电影产业 #粉丝抵制 #硅谷与好莱坞 #Backrooms #科技伦理
以出品艺术电影闻名的A24公司,其最新恐怖片《Backrooms》全球票房突破3亿美元,该片被认为暗含对生成式AI的批判。然而,A24近日宣布与谷歌旗下AI实验室DeepMind达成7500万美元研究合作,共同开发电影制作工具。这一消息引发粉丝强烈反弹,在社交媒体上批评A24“背叛立场”,甚至有人号召盗版抵制。A24回应称,合作旨在让艺术家参与工具设计,避免被动接受技术摆布。此举反映了硅谷与好莱坞日益紧张的共生关系——此前迪士尼曾斥资10亿美元获得OpenAI的Sora模型授权,而AI对影视行业的冲击(如取代初级岗位、威胁编剧室)正引发广泛担忧。A24的独立精神和反叛形象,使其这一商业决策格外刺眼。 #A24 #GoogleDeepMind #AI合作 #电影产业 #粉丝抵制 #硅谷与好莱坞 #Backrooms #科技伦理
AI浏览器游戏果酱赛3落幕,共收到85款AI辅助游戏
由Focaccai主办的第三届AI浏览器游戏果酱赛(AI Browser Game Jam 3)已结束作品提交,共收到85款AI辅助浏览器游戏参赛。这些游戏涵盖多种类型,包括即时战略、心理互动小说、益智解谜、射击、建设模拟等,其中80款可直接在浏览器中试玩。部分代表性作品如《Where Morning Breaks》《Spicefall Command》《M-10》《A Stranger's Life》等,展示了AI技术在游戏开发中的创新应用。主办方表示,参赛作品将陆续接受社区评分与反馈,进一步推动AI辅助游戏创作生态的发展。 #AI #游戏 #GameJam #浏览器游戏 #独立游戏 #AIGameJam #游戏开发 #科技
由Focaccai主办的第三届AI浏览器游戏果酱赛(AI Browser Game Jam 3)已结束作品提交,共收到85款AI辅助浏览器游戏参赛。这些游戏涵盖多种类型,包括即时战略、心理互动小说、益智解谜、射击、建设模拟等,其中80款可直接在浏览器中试玩。部分代表性作品如《Where Morning Breaks》《Spicefall Command》《M-10》《A Stranger's Life》等,展示了AI技术在游戏开发中的创新应用。主办方表示,参赛作品将陆续接受社区评分与反馈,进一步推动AI辅助游戏创作生态的发展。 #AI #游戏 #GameJam #浏览器游戏 #独立游戏 #AIGameJam #游戏开发 #科技
SpaceX获63亿AI大单_新浪新闻
#SpaceX斩获63亿美元AI大单#【#SpaceX斩获AI大单#,合同价值高达63亿美元】开源人工智能初创公司Reflection AI与SpaceX签署了一项大型算力合作协议,成为最新一家使用Colossus基础设施的外部客户。资料显示,Reflection将立即获得SpaceX的GB300使用权,用于训练和运行先进模型。按照协议,从2026年7月1日起至2029年,Reflection将每月向SpaceX支付1.5亿美元。这项协议显示,在创纪录的IPO之后,SpaceX正在进一步利用其庞大的数据中心布局。此前,SpaceX已经与Anthropic、谷歌以及Cursor达成算力相关合作,而目前SpaceX也正在推进收购Cursor。 (每经,嘉玛)
#SpaceX斩获63亿美元AI大单#【#SpaceX斩获AI大单#,合同价值高达63亿美元】开源人工智能初创公司Reflection AI与SpaceX签署了一项大型算力合作协议,成为最新一家使用Colossus基础设施的外部客户。资料显示,Reflection将立即获得SpaceX的GB300使用权,用于训练和运行先进模型。按照协议,从2026年7月1日起至2029年,Reflection将每月向SpaceX支付1.5亿美元。这项协议显示,在创纪录的IPO之后,SpaceX正在进一步利用其庞大的数据中心布局。此前,SpaceX已经与Anthropic、谷歌以及Cursor达成算力相关合作,而目前SpaceX也正在推进收购Cursor。 (每经,嘉玛)
Japan's AI goldrush faces backlash as data centers sprout up in urban areas
INZAI, CHIBA PREF. – When Erin and Munekazu Tanikawa moved into a newly built condo in Inzai, a suburban community east of Tokyo in December 2022, they envisioned an ideal life with a sweeping view from their balcony and easy access to both nature and central Tokyo. They knew that something would be eventually built on the parking lot next to the condo, just a five-minute walk from the nearest train station, but assumed it would be something like a community center or a supermarket. So they were in for a huge surprise in April last year when they spotted a notice stating the plot would be turned into a 52-meter-tall data center, which, if completed as planned, would tower over their own 15-story building. The Tanikawas are concerned that this massive facility would not only ruin their views but also
INZAI, CHIBA PREF. – When Erin and Munekazu Tanikawa moved into a newly built condo in Inzai, a suburban community east of Tokyo in December 2022, they envisioned an ideal life with a sweeping view from their balcony and easy access to both nature and central Tokyo. They knew that something would be eventually built on the parking lot next to the condo, just a five-minute walk from the nearest train station, but assumed it would be something like a community center or a supermarket. So they were in for a huge surprise in April last year when they spotted a notice stating the plot would be turned into a 52-meter-tall data center, which, if completed as planned, would tower over their own 15-story building. The Tanikawas are concerned that this massive facility would not only ruin their views but also
raise environmental and health risks due to noise pollution and excess heat produced by data-processing operations. They also worry about the possibility that heavy oil, stored on-site for backup power generation, could catch fire. In March, 10 residents from the area’s three condos sued a private inspection company that issued a building permit for the project. Japan, which was slow to embrace artificial intelligence, is now rushing to catch up with the West and the rest of Asia in adopting the technology. In its basic plan for AI adopted last December by the Cabinet Office, the government pledged it would “make Japan the world’s most AI-friendly country.” The communications ministry projects the nation’s data center service industry to nearly double its market size from 2023 by 2028 and reach ¥5.08 trillion ($31.5 billion). But amid the AI gold rush, laws and regulations have not kept pace with the development, causing friction with communities, mostly in large cities and their outlying suburbs, where a majority of the nation’s data centers are located. Data centers consume massive amounts of electricity and water , which could put a strain on public infrastructure. Even a small-scale facility needs about 30 megawatts, equivalent to the total power consumption of around 10,000 households, experts say. In order to cool the servers that power increasingly data-heavy apps, websites and platforms, a 30-MW data center consumes about 700 to 1,500 tons of water every day. Munekazu and Erin Tanikawa in their condo in Inzai on May 27. The couple knew that something would be eventually built on the parking lot next to the condo, but assumed it would be something like a community center or a supermarket. | JOHAN BROOKS A model showing the size of the data center currently in development (right) across from the condominium where the Tanikawa family lives in Inzai. | JOHAN BROOKS The fact that data centers are generally shrouded in secrecy for security reasons has added to the frustration of residents, who increasingly compare them to other unwanted facilities such as waste incinerators and mega-solar projects. “We are not saying data centers are not needed,” Munekazu Tanikawa said on May 19 after the first hearing of the civil suit, which seeks the nullification of the building permit granted by Japan ERI in January. Japan ERI declined to comment on the case. “We’re simply asking them to coexist with us by choosing an appropriate location. We don’t believe data centers should be built in areas where homes are concentrated, directly in front of a train station or at the expense of the natural environment, even if legal loopholes allow it.” Experts say the trend underscores the need for a broader debate about how Japan should balance the expansion of the critical infrastructure powering its economy with the environment and welfare of local communities. Some have dubbed Inzai “the Ginza of data centers” because of the heavy concentration of such facilities in the city, including one owned by Google. But the city of 110,000 people is not the only municipality where data centers are facing backlash from the community. Protests against planned data center developments have intensified in the neighboring city of Shiroi in Chiba Prefecture — where two lawsuits have been filed — as well as the city of Saitama and the Tokyo municipalities of Akishima, Hino, Kodaira and Koto Ward. Even some of Japan’s most famous landmarks are not immune to the industry’s
thirst for more server capacity in the digital age. At the foot of the 333-meter Tokyo Tower in the heart of the capital, a 40-meter-high data center is currently under construction in an adjacent plot. “I’m actually kind of worried,” says Billy Guba, 28, a Filipino technical trainee from Chiba Prefecture who was passing through the area earlier this month. He says he had been unaware that a data center was being built there. “Tokyo Tower is one of the most iconic things in Japan, especially in Tokyo. I think it would impact (tourism) since it’s going to be very, very close.” It’s hard to know how many data centers there are in Japan at the moment, and how many more are in the works. Japan Data Center Council, a long-standing industry group of data center operators, lists about 250 facilities on its website, but even its officials say the list is far from comprehensive. Naohiro Masunaga, an official at the council, says that the list does not include proprietary data centers run by universities or large businesses. If all these computing centers are counted, there could be 5,000 or 6,000 facilities in Japan, he says. “These hyperscalers require data capacity beyond their ability to build data centers, so third-party data center service providers, and even real estate developers, often from abroad, have started entering the market,” he says. “We have a data center bubble now. … There’s been a rush of data center construction, but with little clarity on who is really behind them.” These newer entrants don’t make the location of data centers public and don’t reply to the council’s surveys, so the group stopped updating the list, he says. There are even developers who buy properties claiming that they plan to build data centers, but whose long-term plans are unclear, he added. Some have dubbed the city of Inzai in Chiba Prefecture “the Ginza of data centers” because of its heavy concentration of such facilities, including one owned by Google. | JOHAN BROOKS “In Japan, whether you are building a data center, a condominium or an office building, the expectation is that you first obtain the understanding and consent of the local community,” Masunaga says. “But some of the newer developers come with the attitude of, ‘We’re not breaking any laws, so what’s the problem?’ I’m not saying every company behaves that way, and there are responsible operators as well, but there certainly are some developers that have caused conflict with residents.” In response to a recent rise in disputes, the council in May announced community coexistence guidelines to urge operators to not only comply with laws but also take measures to address various environmental concerns by residents, such as landslide and flooding risks; excess heat from the facilities; issues arising from noise, vibrations, exhaust gas and odors; construction noise and dust; the obstruction of views; and threats to animal and plant habitats. At the same time, Masunaga says people should realize that the surge in demand is driven by their own changing lifestyles. “If you get on a packed commuter train, there might be 200 or 300 people there, and everyone is watching a different video,” he says. “Data centers support that. Compared with television broadcasting, the scale of required data is overwhelming. And virtually every service we use every day, like online shopping, is delivered through our smartphones. Data centers are being built to provide all of those services.” At the foot of the
333-meter Tokyo Tower in the heart of Tokyo, a 40-meter-high data center is currently under construction in an adjacent plot. | JOHAN BROOKS Ongoing construction of a data center next to Tokyo Tower on June 1 | JOHAN BROOKS Tetsuharu Oba, a professor at Kyoto University and an expert on urban planning, says that creating nonbinding industry guidelines is not enough. “While I think the industry guidelines are meaningful, I think it’s quite difficult to ensure they are observed or reflected in actual projects. Ultimately, it’s up to the government to follow through on these issues.” In other parts of the world where large-scale data center projects have been the source of community ire, national and local governments have stepped in. In the U.S., more than 100 moratoriums, including ones calling for permanent construction bans, have been proposed at both local, state and national levels. For example, Seattle, whose metropolitan area is home to Amazon and Microsoft, recently passed a yearlong ban on new AI data centers to protect residents from environmental risks and rising electricity bills. In Europe, the Netherlands and Ireland enforced full moratoriums on data centers, though both countries have recently relaxed restrictions under certain conditions. Oba argues that, as data centers grow larger and more powerful, Japan needs national or regional policies governing their locations. They can also become security targets, as demonstrated by recent conflicts in the Middle East, Oba notes. “Data center locations need to be managed at the scale of broader regions or metropolitan areas, not individual municipalities,” he says. “Otherwise, it will be difficult to comprehensively address issues such as electricity supply, water resources and the various environmental impacts associated with them.” Plaintiffs and supporters of a civil suit seeking to nullify a building permit for a planned data center in Inzai march toward the Chiba District Court on May 19 for the first hearing of the case. | TOMOKO OTAKE Inzai’s project, called Inzai 5, is undertaken by London-based data services company Colt through a special purpose company, backed by investments from major trading firm Mitsui & Co., Canadian pension fund CPP Investments and U.S.-based asset manager Fidelity Investments. It is a hyperscale facility, meaning that they are designed to handle massive amounts of data, computing and storing needs and are capable of expanding or reducing their resources quickly to meet the demands of users. As the name suggests, it is Colt’s fifth data center in Inzai and it is also the one located closest to people’s homes. In a document obtained through an information disclosure request by residents, Inzai city officials were recorded as having a series of meetings in 2024 and 2025 with the developers over Inzai 5. On one occasion, the city officials asked the businesses to reconsider the project because they foresaw trouble with residents. The city also sounded the businesses out about moving the facility to another location nearby. The developers declined, highlighting the project’s importance as a facility powering AI in Japan and hinting at the possibility of a lawsuit by investors if it experienced any delay. In the end, Mayor Kengo Fujishiro said in December that there was nothing in the city’s legal power to “stop a private-sector development project carried out on privately owned land in accordance with existing laws and regulations.” Satoshi Oikawa, a
lawyer representing the plaintiffs in the Inzai suit, says that the biggest issue at stake is how to classify data centers under the law. When data center operators file requests for building permits, they most often list them as “offices” or “others (data centers)” under the Building Standards Law. But in reality, their presence is similar to that of a factory or a warehouse and therefore should be treated as such, Oikawa argued. A data center is equipped with servers, networking equipment, high-speed communications lines, cooling systems, large-capacity power supplies, backup generators and fuel tanks for emergency power generation. Employees are stationed on site and data-processing operations are carried out around the clock. Satoshi Oikawa, a lawyer representing residents in a lawsuit over a planned data center in Inzai, speaks to reporters in Chiba on May 19, as Munekazu Tanikawa, one of the plaintiffs, looks on. | TOMOKO OTAKE “This is, in essence, a factory,” he said at the court hearing. “In today’s information society, data has become at least as valuable as physical goods, if not more so. Accordingly, facilities that produce data, not merely physical products, should also be regarded as factories. “A data center is the modern-day equivalent of a factory.” The next trial hearing date is set for Sept. 1, where Japan ERI, which was a no-show in the first hearing, is expected to make a rebuttal on the case. “People may dismiss our case as just another NIMBY (“not in my backyard”) dispute,” Munekazu Tanikawa says. But at the pace data centers are being built now, more people are likely to find themselves in similar conflicts in the future, he argued. “If you don’t support other people’s fight, it may be your turn next time.”
对抗大型AI公司的平台战争策略
在科技行业,平台竞争策略几乎被遗忘,但AI市场仍处于早期,用户和社会的愤怒足以让大型AI公司失败。要击败它们,生态系统中的各方必须重新掌握平台战略的艺术。历史上,通过权力和说服可以赢得平台战争,但如今美国监管机构和媒体大多被俘获或同谋,无法提供有效制衡。然而,大型AI公司其实非常脆弱,它们的高调投入恰恰暴露了弱点。用户,尤其是开发者,拥有巨大的杠杆来引导AI发展方向。关键战术包括:推动所有AI使用去中介化,让用户通过社区构建的开源工具访问AI服务,从而打破企业平台的锁定效应;同时,开放生态系统必须提供无缝切换不同AI提供商的能力,以降低成本并提升性能。这些技术干预与文化、政治上的抵制相结合,将权力重新交还到人民手中,从而减少甚至预防未来最严重的AI危害。 #AI #平台战争 #开源 #用户权益 #技术策略 #去中介化 #开发者 #社区力量
在科技行业,平台竞争策略几乎被遗忘,但AI市场仍处于早期,用户和社会的愤怒足以让大型AI公司失败。要击败它们,生态系统中的各方必须重新掌握平台战略的艺术。历史上,通过权力和说服可以赢得平台战争,但如今美国监管机构和媒体大多被俘获或同谋,无法提供有效制衡。然而,大型AI公司其实非常脆弱,它们的高调投入恰恰暴露了弱点。用户,尤其是开发者,拥有巨大的杠杆来引导AI发展方向。关键战术包括:推动所有AI使用去中介化,让用户通过社区构建的开源工具访问AI服务,从而打破企业平台的锁定效应;同时,开放生态系统必须提供无缝切换不同AI提供商的能力,以降低成本并提升性能。这些技术干预与文化、政治上的抵制相结合,将权力重新交还到人民手中,从而减少甚至预防未来最严重的AI危害。 #AI #平台战争 #开源 #用户权益 #技术策略 #去中介化 #开发者 #社区力量
Simon Willison 推出 browser-compat
开发者 Simon Willison 在个人博客中发布了一系列近期技术文章,并更新了其维护的 browser-compat-db 仓库。该仓库旨在提供浏览器兼容性数据。近期文章包括:利用 Claude Code 将 Moebius 0.2B 图像修复模型移植到浏览器运行;sqlite-utils 4.0rc1 版本新增迁移功能和嵌套事务;以及 Datasette Apps 功能,允许用户在 Datasette 中托管自定义 HTML 应用。这些内容展示了 Willison 在浏览器端 AI 模型部署、数据库工具改进和 Web 应用开发方面的最新进展。 #SimonWillison #browser-compat-db #开源 #AI #Web开发 #Datasette #机器学习
开发者 Simon Willison 在个人博客中发布了一系列近期技术文章,并更新了其维护的 browser-compat-db 仓库。该仓库旨在提供浏览器兼容性数据。近期文章包括:利用 Claude Code 将 Moebius 0.2B 图像修复模型移植到浏览器运行;sqlite-utils 4.0rc1 版本新增迁移功能和嵌套事务;以及 Datasette Apps 功能,允许用户在 Datasette 中托管自定义 HTML 应用。这些内容展示了 Willison 在浏览器端 AI 模型部署、数据库工具改进和 Web 应用开发方面的最新进展。 #SimonWillison #browser-compat-db #开源 #AI #Web开发 #Datasette #机器学习
AWS 在 Agentic AI 时代的新角色
AI 行业正从模型军备竞赛转向 Agent 落地。模型逐渐商品化,前沿模型差距收窄,开源模型不断压缩优势,但麦肯锡调研显示 62% 企业仍停留在 Agent 试点阶段,仅 23% 规模化落地。AWS 在上海峰会上指出,当前竞争胜负手在于帮助企业把 Agent 跑进生产,核心卡点是数据管理和规模化治理。代码生成虽提升 180%,但实际交付仅增 30%,模型本身已非差异化因素。AWS 利用二十年积累的数据基础,推出 AgentCore 平台解决 Agent 规模化运行中的权限隔离、成本管控等问题。安克创新借助该平台将 Token 日均消耗从百亿级暴增至 2000 亿后,成本管控成为首要任务;猎豹移动上线时间缩短一半,成本降 25%。同时,模型厂商也需借助 AWS 全球基础设施和合规能力实现商业化。月之暗面等中国模型厂通过 AWS 实现全球部署,安克创新、小鹏汽车等企业通过 AWS 平台完成 AI 生产化转型。 #AWS #AgenticAI #模型商品化 #AI基础设施 #数据治理 #AgentCore #企业AI #出海 #合规 #科技新闻
AI 行业正从模型军备竞赛转向 Agent 落地。模型逐渐商品化,前沿模型差距收窄,开源模型不断压缩优势,但麦肯锡调研显示 62% 企业仍停留在 Agent 试点阶段,仅 23% 规模化落地。AWS 在上海峰会上指出,当前竞争胜负手在于帮助企业把 Agent 跑进生产,核心卡点是数据管理和规模化治理。代码生成虽提升 180%,但实际交付仅增 30%,模型本身已非差异化因素。AWS 利用二十年积累的数据基础,推出 AgentCore 平台解决 Agent 规模化运行中的权限隔离、成本管控等问题。安克创新借助该平台将 Token 日均消耗从百亿级暴增至 2000 亿后,成本管控成为首要任务;猎豹移动上线时间缩短一半,成本降 25%。同时,模型厂商也需借助 AWS 全球基础设施和合规能力实现商业化。月之暗面等中国模型厂通过 AWS 实现全球部署,安克创新、小鹏汽车等企业通过 AWS 平台完成 AI 生产化转型。 #AWS #AgenticAI #模型商品化 #AI基础设施 #数据治理 #AgentCore #企业AI #出海 #合规 #科技新闻
随意指责文章“AI生成”是一种懒惰行为
网络上出现一种新的“懒人评论”:无论什么内容,都简单扣上“AI生成”的帽子。作者指出,这种指责并非有效批评,它不给作者任何改进方向,只是凭空散发恶意。许多个人博客是作者在深夜或周末写下的真实思考,可能耗费数天研究、数小时写作,而一句“听起来像AI生成的”会打击真实创作者的积极性。真正的AI垃圾内容无人关心,因为它们背后没有真人。作者承认自己使用AI辅助工具(如语法检查、润色)来改善非母语写作,但这与完全由AI生成不同。文章呼吁:如果内容有错,请指出具体错误;如果图表有误,请展示漏洞;如果观点太强,请与之辩论。笼统的“AI生成”标签只会惩罚那些努力让文字更流畅的非母语写作者,迫使他们做出愚蠢选择:写得差才像真人,写得好反而可疑。 #AI #写作 #网络文化 #批评 #非母语写作者 #技术博客 #HackerNews #内容创作 #AI辅助
网络上出现一种新的“懒人评论”:无论什么内容,都简单扣上“AI生成”的帽子。作者指出,这种指责并非有效批评,它不给作者任何改进方向,只是凭空散发恶意。许多个人博客是作者在深夜或周末写下的真实思考,可能耗费数天研究、数小时写作,而一句“听起来像AI生成的”会打击真实创作者的积极性。真正的AI垃圾内容无人关心,因为它们背后没有真人。作者承认自己使用AI辅助工具(如语法检查、润色)来改善非母语写作,但这与完全由AI生成不同。文章呼吁:如果内容有错,请指出具体错误;如果图表有误,请展示漏洞;如果观点太强,请与之辩论。笼统的“AI生成”标签只会惩罚那些努力让文字更流畅的非母语写作者,迫使他们做出愚蠢选择:写得差才像真人,写得好反而可疑。 #AI #写作 #网络文化 #批评 #非母语写作者 #技术博客 #HackerNews #内容创作 #AI辅助
LG CNS 推出 Agentic AI 驱动的 SAP ERP 测试自动化方案
LG CNS 于 25 日发布基于真实交易数据的 SAP ERP 测试自动化方案“PerfecTwin ERP Edition”。该方案内置 Agentic AI,可帮助企业将现有 ERP 系统迁移至 SAP S/4HANA,或在新系统上线前自动识别潜在缺陷与错误,提升系统稳定性与运营效率。Agentic AI 能自动生成测试场景、分析问题成因并生成报告,将原本耗时数天的场景设计压缩至数小时内完成。LG CNS 计划年内建立 AI Agent 协同运行的“Agent Orchestration”体系,推动形成覆盖测试生成、执行、分析及错误修复的全流程自主运行机制,并持续升级为自主型测试解决方案,以应对全球 SAP 云 ERP 转型需求。 #LG CNS #AgenticAI #SAP #ERP #测试自动化 #PerfecTwin #数字化转型 #AI
LG CNS 于 25 日发布基于真实交易数据的 SAP ERP 测试自动化方案“PerfecTwin ERP Edition”。该方案内置 Agentic AI,可帮助企业将现有 ERP 系统迁移至 SAP S/4HANA,或在新系统上线前自动识别潜在缺陷与错误,提升系统稳定性与运营效率。Agentic AI 能自动生成测试场景、分析问题成因并生成报告,将原本耗时数天的场景设计压缩至数小时内完成。LG CNS 计划年内建立 AI Agent 协同运行的“Agent Orchestration”体系,推动形成覆盖测试生成、执行、分析及错误修复的全流程自主运行机制,并持续升级为自主型测试解决方案,以应对全球 SAP 云 ERP 转型需求。 #LG CNS #AgenticAI #SAP #ERP #测试自动化 #PerfecTwin #数字化转型 #AI
MemoraX AI 完成数千万人民币种子+轮融资,核心记忆技术取得突破
深圳忆纪元科技有限公司(MemoraX AI)近日宣布完成数千万人民币种子+轮融资,由中金资本、达泰资本、华业天成联合领投,光源资本担任独家财务顾问。至此,公司累计融资超1亿元人民币。本轮资金将用于大模型记忆系统Agentic RL核心技术的深度迭代与规模化落地,推动内生记忆模块从技术验证迈向产品化和商业化。MemoraX AI专注于将记忆能力内化到模型的技术路径,在多项权威评测中表现突出:在LoCoMo-Refined评测中获82.65分,领先第二名30%;联合牛津大学构建的ScriptMem评测中正确率达60.3%,相比第二名提升40%;在Coding领域的SWE-context-bench评测中任务解决率达45%,提升50%。团队共有10篇论文入选国际机器学习顶会ICML 2026,并获中国电子学会自然科学一等奖。公司致力于引领大模型记忆技术从外挂范式迈向内生记忆时代,推动在知识管理、代码开发、智能客服等场景的应用。 #MemoraX AI #融资 #大模型 #记忆系统 #强化学习 #Agentic RL #人工智能 #科技新闻
深圳忆纪元科技有限公司(MemoraX AI)近日宣布完成数千万人民币种子+轮融资,由中金资本、达泰资本、华业天成联合领投,光源资本担任独家财务顾问。至此,公司累计融资超1亿元人民币。本轮资金将用于大模型记忆系统Agentic RL核心技术的深度迭代与规模化落地,推动内生记忆模块从技术验证迈向产品化和商业化。MemoraX AI专注于将记忆能力内化到模型的技术路径,在多项权威评测中表现突出:在LoCoMo-Refined评测中获82.65分,领先第二名30%;联合牛津大学构建的ScriptMem评测中正确率达60.3%,相比第二名提升40%;在Coding领域的SWE-context-bench评测中任务解决率达45%,提升50%。团队共有10篇论文入选国际机器学习顶会ICML 2026,并获中国电子学会自然科学一等奖。公司致力于引领大模型记忆技术从外挂范式迈向内生记忆时代,推动在知识管理、代码开发、智能客服等场景的应用。 #MemoraX AI #融资 #大模型 #记忆系统 #强化学习 #Agentic RL #人工智能 #科技新闻