PyTorch-native TPU back end for vLLM
AI 速览 PyTorch原生TPU后端已集成至vLLM，支持在TPU上原生运行大模型推理。
人工智能
围绕「人工智能」分类汇集的全球近期技术动态与前沿报道。
Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’
CoreWeave’s debt is becoming the whole AI industry’s problem
AI 速览 CoreWeave债券收益率较国债高出1000个基点，陷入困境区间；Chamath Palihapitiya质疑AI基建是否构成私人信贷泡沫。
Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool
Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts
Germany Wants to Lead the World in Industrial AI: How NVIDIA Will Help
AI 速览 德国总理默茨与英伟达CEO黄仁勋在柏林讨论德国AI路线图，重点聚焦工业AI应用；黄仁勋回顾英伟达与德国工业从游戏系统、工作站到汽车领域的长期合作。
Tolan snags $30M for its AI companion that helps users navigate life
Towards Company World Models
AI 速览 公司世界模型（Company World Models）研究发布，聚焦企业级世界模型的构建。
Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago
Tenstorrent hits $6.2B valuation to scale open-weight AI chips
Introducing Clairic, a new System One class of extraction models
AI 速览 Clairic发布全新System One类提取模型。
C++ futures part 1: The mental model
AI 速览 C++ futures第一部分探讨其心智模型，为理解异步编程机制提供概念框架。
AI assistant startup Town nabs unicorn valuation 4 months after launch
People are using AI to make their smart TVs dumb again
Bitcoin Tests Key Support as Oil and AI Fears Squeeze Markets
AI 速览 比特币反复测试关键支撑位，108美元油价与5%收益率对风险资产构成压力，图表显示为蓄势形态而非趋势。
AI companies are coming for the plumbers
AI 速览 AI企业正将目光投向水管工等蓝领技工领域。
Launch HN: Laminar (YC S24) – RL-trained model that finds errors in agent traces
AI 速览 Laminar（YC S24）推出训练模型，用于检测AI代理的静默故障。
Galaxy’s AI data center business is undervalued amid CoreWeave debt concerns, StoneX says
AI 速览 StoneX重申对Galaxy Digital（GLXY）的买入评级及57美元目标价，认为尽管存在CoreWeave债务担忧，市场仍低估其Helios AI数据中心业务。
Nvidia launches new open models to run agents in the enterprise and on PCs
NVIDIA Advances Agentic Security for Media, From European Public Service Broadcasting to Global Content Production
AI 速览 NVIDIA与欧洲广播联盟（EBU）合作，扩展其主权框架，整合云、开放模型与集成能力，并在柏林与Adobe、Bertelsmann、UFA联合举办的创意产业活动上展示智能媒体最新进展。
Agentic Monitoring
AI 速览 “Agentic Monitoring”这一概念被提出，强调监控系统需具备自主性与智能决策能力。
Apple’s last-gen Mac Mini with the M4 is $150 off
AI 速览 百思买今日对搭载M4芯片、16GB内存和256GB固态硬盘的基础款Mac Mini降价150美元；鉴于更快的新款M6已上市，该机型通常799美元的售价并不划算。
Detecting model weight tampering in GPU memory (Rome attacks)
AI 速览 检测GPU内存中的模型权重篡改（Rome攻击）。
JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes
AI 速览 伊利诺伊州州长JB Pritzker认为AI既可能帮助人类活到100岁，也可能像核武器一样构成威胁。
Show HN: Can you tell an AI's real 30-day memory from a fabricated one?
AI 速览 Show HN 上线一项测试，让用户辨别 AI 的真实 30 天记忆与伪造记忆。
A hacker broke into John Deere and SharkNinja with an army of AI agents
AI 速览 黑客利用AI智能体集群入侵了John Deere和SharkNinja。
A hacker broke into John Deere and SharkNinja with an army of AI agents
AI 速览 AI安全公司Norforge发现，一名黑客利用一支基本自主运行的AI智能体大军入侵了100多个网站，受害者包括John Deere、SharkNinja和Cummins等公司。
Maxwell: A new kind of model that sits between code and hardware
AI 速览 Maxwell是一种介于代码与硬件之间的新型模型。
Cairn: Open windows into AI-driven cyber operations
AI 速览 Cairn项目提供开放窗口，用于观察AI驱动的网络攻防操作。
Show HN: Qwen3-4B with the AI writing tics trained out
AI 速览 Qwen3-4B模型经训练去除AI写作痕迹，在Show HN发布。