In this guide, learn how to use a wood surface inspection system to identify defects on wood.

作者|lfei 编辑|靖宇 8 月 3 日, Genspark 创始人&CEO 景鲲在 AGI Playground 2026 大会上发布了 GenOffice 。这是一款 AI 深度集成的本地 Office 客户端,其亮点在于打通了从 AI 生成到工作交付间的链路:通过 GenOffice 打造的软件工程框架,模型得以 直接操作 Office 文件最复杂的底层格式,将生成内容转化为可编辑、可交付的 Word 和 PPT 成品。 Genspark 推出这样一款产品并不令人意外。 在 Genspark 的产品体系 AI WorkSpace 6.0 中,AI 办公套件是核心价值模块;Genspark 还上架了 Microsoft Office 插件 ,让用户能在本地的微软 Office 软件里,直接调用 Genspark 的 AI 能力。在文档的转换层上,Genspark 已经积累了足够的经验。 让人意外的是 Genspark 推出 GenOffice 的方式:开源、免费,Alpha 版即日推出,后续交给用户、团队和 AI Agent 共建迭代。 据 Genspark 介绍,产品的 Alp…
作者|宇航猿 编辑|靖宇 AI 将成为未来唯一的「入口」,这几乎是近年来的一个行业共识,但是这个「入口」如何变现,没人能给出答案。 不过,现在中国大厂的探索路径,已经清晰出现了。 8 月 10 日这个周末,两条看起来不相关的新闻几乎同时出现。 豆包宣布,通过其 AI 对话推荐跳转抖音来客成交的酒店订单,正式执行 12% 的独立佣金费率。 同一天,千问开放平台上线,顺丰、自如、盈米基金等十多个领域的服务商以 AI 智能体形态接入千问。 一个开始变现,一个把门打开。 这两件事放在一起看,信号非常明确——AI 助手喊了两年的「新入口」故事,现在终于开始探索变现了。 01 12%,贵吗? 作为拥有超过 3.45 亿月活用户的超级 AI 应用,豆包此次曝出的手续费,无疑吸引了所有人的目光。 根据官方介绍, 12% 这个费率由 11.4% 的软件服务费和 0.6% 的支付手续费构成,从商家结算款里直接扣除,用户端不加价。 这件事真正值得注意的不是费率本身,而是一个身份转换。在此之前,豆包带来的酒店订单被直接合并为抖音自然流量,按 8% 的平台费率结算。从 8 月 10 日起,这些订单开始标注独立的…
What’s a robotics roadmap, and why should we care? Machines with pre-defined capabilities will soon be old-school. Future machines are expected to learn and adapt to unpredictability and to interact with the physical world with the ableness of our own bodies. Welcome to Industry 4.0 (1). The reliance of modern societies on robots, from manufacturing […]
OpenAI research reveals how enterprises are adopting agentic AI, using ChatGPT and Codex, and how frontier firms are pulling ahead in AI adoption.
作者|徐珊 编辑|郑玄 上周 的 WAIC,人山人海。 每个展台 都在讲 AI,每件硬 件都说自己是「智能终端的下一代」。可你挤出场馆冷 静下来想想, 记住的产品 有几个? 大部分设备,把 logo 遮住,你根本分不清谁是谁。 这就是 2026 年硬件行业最拧巴的地方,造东西从没这么容易过:模型写代码、3D 打印出外壳、深圳供应链一条龙。但也正因为谁都能造,同质化像潮水一样漫上来。真正的创新,成了比芯片还稀缺的东西。 可潮水底下,总有人在憋大招。而且我们发现,一旦谁真的跑出一个好的产品形态,市场会毫不犹豫地把钱砸过去。这就是造物时代的掘金逻辑:淘金的人挤破头,卖水的闷声发财,而定义新品类的人,直接画地图。 这一个月,我们顺 着几个 问题观察硬件创新的变化。 那些大技术会先在哪落地?Starlink 的卫星信号绕过了手机,先去深山里接住了一只跑丢的狗,发短信都费劲的卫星直连,传一条狗的坐标刚刚好。 AI 硬件非得发明新物种吗?不一定。它钻进了孩子手里的放大镜、花坛里的一朵假花、你枕了三十年的枕头,旧物件,闹钟,AI 顺着人的旧习惯往里长,比让人适应新设备聪明多了。 我们还发现,现在传感器…
We announced partnerships with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to establish independent financing platforms designed to mobilize over $500 billion of third-party capital to support the buildout of AI infrastructure over time. This is a major milestone for NVIDIA and the AI industry. We have moved from an era in which companies […]

See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.
Video is a core data path across NVIDIA Jetson applications, from robotics and intelligent video analytics to industrial automation, healthcare, media... Video is a core data path across NVIDIA Jetson applications, from robotics and intelligent video analytics to industrial automation, healthcare, media processing, and remote operations. A system may capture several cameras, decode network streams, run AI inference or conventional vision processing, draw results, and encode video for storage or …

Intelligence involves imagination and emotions, attributes that machines can’t replicate. Successful companies pay attention to people and to what they can do that machines can’t.

The move is the latest by a major AI lab to address growing concerns about AI cybersecurity problems.

The restrictions could accelerate supply chain diversification, but analysts say the impact on the still-emerging humanoid market will be limited in the near term.

The funding will be used to build AI infrastructure and establish compute and full-stack infrastructure as an “investable asset class.”

Every new generation of accelerated computing demands more from the infrastructure underneath it — more compute performance, higher rack density and more efficient, scalable power distribution. The bottleneck isn’t just wattage. It’s how power gets from the grid to the GPU. In traditional power delivery, electricity travels from the grid as an alternating current (AC) […]

The pricing adjustment is part OpenAI's push for the enterprise market.

Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation. Using a frontier reasoning... Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation. Using a frontier reasoning model for every execution step adds cost and latency. NVIDIA Nemotron 3.5 Lightning is an open 30B mixture-of-experts (MoE) model with 3B active parameters built for that execution la…

The open source ecosystem is making it easier for AI enthusiasts and developers to build, customize and run increasingly capable agents locally. Throughout August, NVIDIA is celebrating the partners and open source communities moving local AI forward, along with the models, applications and tools emerging across the ecosystem. That includes NVIDIA’s latest open models, software […]

As AI shifts from chatbots to autonomous agents, open models are serving market demands for full control over where AI runs and how it’s deployed and evolves. Today, NVIDIA is expanding its Nemotron 3 model family with Nemotron 3.5 Lightning, the highest-efficiency model in its class for long-running agentic AI workloads. This release follows Nemotron […]

Building an AI agent does not end with choosing a single model. Each model has its own strengths, weaknesses, and cost profile, which can shift from one... Building an AI agent does not end with choosing a single model. Each model has its own strengths, weaknesses, and cost profile, which can shift from one workload to another—or even within the same workload. For example, an agentic task may need classification for one step, reasoning for the next, and a smaller model for routine follow-up task…

The stock image provider has deals with OpenAI and Meta. It wants AI to enable its customers to create content that targets their best audience.

OpenAI and AWS are making Daybreak cybersecurity capabilities available through Amazon Bedrock to support enterprise security workflows.
OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.
This shift responds to enterprise demand for tighter data control and local infrastructure systems, in contrast to Meta's recent focus on closed models such as Muse Spark 1.

NVIDIA today announced strategic partnerships to establish independent compute financing platforms with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to mobilize over $500 ...

Objects constructed by robots are ubiquitous. If you’ve used a car, household appliance, or smartphone today, you’ve used an object constructed at least in part by robots. The more products that manufacturers want to produce (and consumers want to consume) at lower costs, the more industrial robots will be needed. There are over 4 million industrial robots in use worldwide, according to the International Federation of Robotics. And researchers predict that number will grow to over 16 million by …

OpenAI CFO Sarah Friar shares five lessons for building an AI-native finance function, from automated forecasting to stronger controls and AI ROI.
The move comes after a spate of incidents in which autonomous AI agents escaped their approved environments.

Scientists from Nanyang Technological University, Singapore (NTU Singapore) have developed a tiny seed-sized robot that can navigate across soft and uneven surfaces to perform five surgical functions wirelessly, paving the way for developing robots to make surgeries and medical treatments more precise. The miniature robot, measuring just 4.4 mm in length and controlled by weak […]