算力供给、GPU、数据中心与能源——决定 AI 运行成本的物理层。
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算力供给、能源与数据中心容量决定了 AI 运行的成本。基础设施的变化会在数周后体现在推理成本上。
If there's one issue that seems to activate all kinds of voters in 2026, it's data centers. The rapid buildout of these massive server storage facilities - and the infrastructure construction and expenses that come with…
As it prepares to go public, Anthropic's S-1 filing makes generative AI's methane dependency glaringly obvious. "Competition for access to electrical supply and data center locations with adequate power availability is…
Article URL: https://www.nbcnews.com/tech/security/grand-theft-ai-highway-thieves-are-stealing-millions-data-center-gear-rcna603733 Comments URL: https://news.ycombinator.com/item?id=50250450 Points: 21 # Comments: 0
Every time an agent takes a step, it re-reads its entire context before acting. Here is how prompt caching for OpenAI models on Amazon Bedrock lets your agent remember, cutting input cost and latency without resending t…
High-frequency traders like Jane Street and Hudson River Trading are now racing each other for AI computing power. The article Wall Street's fastest traders are building data centers and backing chip startups to stay ah…
《超大规模》一书的作者 Paris Marx 多年来一直在跟踪全球数据中心的发展。从爱尔兰到新西兰，美国可以从各地发生的事情中学到很多东西。
Kyutai released CADRE, a family of 7 open causal diffusion video autoencoders for interactive world models. World models built on CADRE run at 20 fps on 1 H100 and react in under 230 ms. The post Kyutai CADRE: Video Aut…
Article URL: https://www.tomshardware.com/tech-industry/data-centers/wolves-roam-into-finnish-villages-after-google-destroys-1-300-acres-of-forest-for-ai-data-centers-forest-where-wolf-packs-used-to-live-are-now-an-expa…
Google Cloud 推出了 Agent Compute Engine，这是一项计算服务，为每个 AI 代理提供了自己的硬件隔离的 microVM，内部没有凭证。它已经运行 Gemini 代理，并在下个月进入预览版……
哈萨克斯坦的人工智能生态系统正在从基础设施计划转向部署。这种转变在整个人工智能堆栈中都是可见的——从基础设施到模型再到应用程序。总之，以下生态系统公告...
Anima expands what care teams can do with OpenAI models, giving them more capacity to respond to patients.
文章网址：https://www.economist.com/finance-and-economics/2026/10/22/ai-compute-is-the-new-oil-and-needs-a-new-market 评论网址：https://news.ycombinator.com/item?id=50202671 积分：46 # 评论：48
Article URL: https://abcnews.com/Politics/americans-ai-bad-society-oppose-data-centers-abcpostipsos/story?id=137414085 Comments URL: https://news.ycombinator.com/item?id=50200843 Points: 18 # Comments: 2
The Amazon Polly Generative engine gets a major upgrade: more expressive, more accurate speech with low latency, plus 14 new voices across 9 locales and general availability of Hindi and Finnish. This drop-in upgrade re…
Voice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This post shows how to stream each sentence to a Kokoro-82M text-to-speech model on Amazon SageM…
Liquid AI released RIPL, a real-time inference engine for its LFM models. On one B200, LFM2.5-1.2B on RIPL showed 14.4 to 28.4x lower p95 latency than Qwen3.5-0.8B on vLLM. The post Liquid AI Launches RIPL, a Real-Time…
在 Amazon SageMaker AI 上部署自定义文本转语音模型的团队经常猜测自动扩展阈值，错误的猜测要么会浪费 GPU 支出，要么会违反延迟 SLO。这篇文章将 Kokoro-82M 部署为定制 co...
PowerToys is one of my favorite free Windows utilities. With more than 30 tools, it offers something for everyone from beginners to power users. Here’s what’s new for mousing.
Two vulnerabilities found in the programming language PHP put enormous swaths of the internet in danger. By some accounts, up to 70 percent of websites use PHP in some capacity. It powers Wikipedia, WordPress, Drupal, a…
Ask most executives to picture the cost of AI and they’ll likely see GPUs—racks of accelerators with gigawatts of power—and a waitlist for silicon. But that picture leaves something out: Data storage costs. What happens…
世界各地的公司都在 NVIDIA DSX AI 工厂平台上进行构建，将电网和 AI 工厂作为一个系统进行规划、模拟和运行，从变电站到机架。他们对该平台的采用回应了……
探索全面的编码指南，将 Cactus Compute 的 16.9 MB 语音模型与 Whisper 基础进行基准测试。了解单词错误率、CPU 速度、流式传输延迟和语音到工具集成。帖子 A 编码...
新数据中心的涌现可能会使德克萨斯州的空气污染回到 2000 年代以来的最高水平，该州已成为生成人工智能背后的物理基础设施的归零地。新的和拟议的数据中心...
SLM 词汇专业化如何在实际应用中将推理成本降低 77%
在柏林举行的 Nvidia GTC 大会上，黄仁勋推出了该公司新的插件数据中心 DSX Pod，这是解决欧洲人工智能基础设施滞后问题的关键。哦，还有自主人形机器人。
英伟达希望人工智能数据中心能够在集装箱中完全预组装。 Nvidia 的 DSX POD 可以将 AI 数据中心的设置时间从六个月缩短至短短 14 天的文章首先出现在 The Decoder 上。
Octave 在 Amazon Bedrock 上构建了安全的多租户 AI 基础，使用 Cohere Embed v4 进行嵌入，使用 Amazon Bedrock AgentCore 进行隔离代理执行，为投诉分类助手提供支持，该助手可搜索 2...
当前关于工作场所人工智能的叙述很大程度上是由硅谷推动的。但将科技行业视为一座孤岛忽略了技术采用的实际趋势——技术只是第一个……
巴塞罗那超级计算中心 (BSC) 的人工智能工厂加速器计划现已在试点计划后全面运营，为初创企业提供主权计算、技术支持和培训，以支持工厂……
一份新报告显示，美国正在建设比十年来更多的化石燃料基础设施，而可再生能源增长放缓。电力需求的增长速度也比十多年来更快……
在柏林前发电站 Kraftwerk 的宽敞大厅里，德国总理弗里德里希·梅尔茨 (Friedrich Merz) 和 NVIDIA 创始人兼首席执行官黄仁勋 (Jensen Huang) 坐下来讨论德国的人工智能路线图，特别是工业……
多轮代理工作负载每轮都会重新处理不断增长的对话上下文，从而增加延迟。了解双向 KV 缓存传输如何让预填充和解码节点跨轮次重用先前计算的上下文，c...
Amid a wave of backlash, some industry-friendly groups are employing creative and time-tested strategies to woo the youth.
Meta “streamlined” its commercial TOS. Legal experts warn it’s an AI power grab.
Counterfeiters are getting better at replicating brands' marks and passing off dupes, known as "superfakes," as genuine items. A startup called Veritas wants to tackle the problem with its own chip that verifies goods.
Though movies about disruptive tech founders are nothing new, 2026 has been unusually stacked with features that take a much more critical look at how Silicon Valley is reshaping our reality. Aaron Sorkin's The Social R…
Article URL: https://www.reuters.com/business/finance/market-selloff-rising-rates-test-ai-data-centre-deal-boom-2026-10-15/ Comments URL: https://news.ycombinator.com/item?id=50105900 Points: 59 # Comments: 59
Much of today’s scientific progress begins with computation. But turning accelerated computing’s potential into scientific progress — modeling climate systems, designing molecules, simulating materials and more — depend…
The founders detailed how their startup is developing AI that can design chips, learn from each iteration, and improve subsequent designs, all with the goal of automating and accelerating the chip design process.
Article URL: https://startupfortune.com/banks-are-now-trying-to-offload-the-ai-data-center-debt-they-just-underwrote/ Comments URL: https://news.ycombinator.com/item?id=50092664 Points: 52 # Comments: 16
麻省理工学院的研究人员告诉《连线》杂志，人工智能可能很快就会成为解决经济学、高能物理和其他领域理论问题的默认方式。
Article URL: https://www.reuters.com/business/asml-forecasts-q4-sales-above-expectations-ai-chip-demand-2026-10-14/ Comments URL: https://news.ycombinator.com/item?id=50088430 Points: 156 # Comments: 152
保持城市运转意味着做出每天影响居民的决策——从何时修复道路到如何更有效地使用能源。整个欧洲、中东和非洲地区的城市和本地软件、基础设施和国际……
Neuralink 前总裁兼联合创始人 Max Hodak 在 TechCrunch Disrupt 的舞台上详细介绍了他的公司与 PRIMA 的合作如何成为其开发新型脑机接口 (BCI) 之路的一部分。
嗨，HN，我是尼兹。 Pulse Local 是一款适用于 Mac（Apple Silicon，测试版）的预算应用程序，可回答有关您机器上运行的模型的支出问题。本地模式无需帐户。账本和你的问题...
在这个综合编码教程中，我们使用其 C++ 核心和 Python 绑定来探索 Meta 的 Rebalancer 分配求解器。了解如何构建数据中心、管理跨机架的任务放置、处理约束和 g…
NVIDIA RTX Spark 是 PC 的新起点，是一次将游戏 PC、创意工作室和个人 AI 超级计算机的功能整合到单个超级芯片中的彻底革新。具有高达 128GB 的统一内存和...
文章网址：https://www.reuters.com/business/ai-models-may-soon-self-replicate-without-access-data-centers-anthropic-warns-2026-10-13/ 评论网址：https://news.ycombinator.com/item?id=50069333 积分：35 # 评论：…
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