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工信部曝光一批新能源汽车产品典型案例：尺寸、油耗等与申报值不符
IT之家 8 月 28 日消息，经过新能源汽车产品生产一致性监督检查，工业和信息化部今天（28 日）公开曝光了一批新能源汽车产品典型案例。 这次公开曝光的典型案例，是 2025 年度工业和信息化部装备工业一司监督检查的结果。典型案例具体包括： 一、样车未配备说明书，或个别参数与《道路机动车辆生产企业…
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How to encourage smarter AI use in the classroom
不强制却让多数老师主动用AI？看美国高中怎么把课堂政策变成教学催化剂
This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in yo…
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Our AI reviewer invented a request. Our producer retried 245 times.
AI幻觉率仅0.2%，却让生产流程空转245次，一场关于AI可靠性的真实事故复盘。
We run ~100 LLM agents unattended on local models. Last week we found one document that had been rewritten 245 times in 5 days — every attempt rejecte…
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严打编造传播涉灾网络谣言，公安机关公布 4 起典型案例
IT之家 8 月 20 日消息，据公安部网安局官方微信公众号消息，公安机关网安部门依托“净网 —2026”专项行动，持续严厉打击编造传播涉台风等网络谣言违法犯罪活动。今日（8 月 20 日），公安部网安局再次公布 4 起典型案例： 案例 1 网民王某某（男，35 岁）因台风天气，暂住在临时安置点，为…
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Can LLMs Reason in a Legally Meaningful Manner? A Small-scale Study on European Court of Human Rights Cases
实测大模型在法律预测中的推理能力，用欧洲人权法院案例揭示AI与法律逻辑的碰撞，值得法律科技从业者一读。
arXiv:2608.17168v1 Announce Type: cross Abstract: Reasoning has become a standard technique and feature for contemporary LLMs; however, its applicatio…
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央视曝光抹黑车企谣言视频，消息称公安机关公布 14 起案例被造谣的都是鸿蒙智行
IT之家 8 月 18 日消息，据公安部网安局微信公众号消息，公安机关持续推进“净网 —2026”专项行动，聚焦涉企领域网络谣言乱象，依法打击编造虚假信息恶意诋毁企业相关违法犯罪，维护企业合法权益， 今日公布了 14 起典型案例 。 央视新闻今日也曝光了这些抹黑车企的虚假谣言视频 。 据博主 @AI…
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Examples for use of AI and especially LLMs in major mathematical developments
盘点大模型参与重大数学突破的真实案例，看AI如何助力数学研究前沿。
Article URL: https://mathoverflow.net/questions/502120/examples-for-the-use-of-ai-and-especially-llms-in-major-mathematical-development Comments URL: …
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Why many LLM fail this The car wash is 100 meters away. Should I walk or drive? [video]
一个洗车距离问题，竟让大模型集体翻车，看AI常识推理为何失灵。
Article URL: https://www.youtube.com/watch?v=cMr65v3HChI Comments URL: https://news.ycombinator.com/item?id=49255356 Points: 1 # Comments: 0
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Show HN: Whetstone – 20 Claude Code skills, each distilled from one real failure
从真实翻车中提炼的20条Claude Code技能，专治“看起来会了”的AI编程幻觉。
Article URL: https://whetstone.akbarsha.dev/ Comments URL: https://news.ycombinator.com/item?id=49235255 Points: 3 # Comments: 0
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Agentic AI: User Empowerment or Enclosure?
智能体AI号称替用户做主，但赋能还是圈禁？四个成熟领域对比分析，揭示关键不在技术。
arXiv:2608.06510v1 Announce Type: cross Abstract: Agentic AI promises a more flexible form of digital agency: systems that can act on users' behalf, f…
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抖音首次开放网暴案例评审
IT之家 8 月 10 日消息，据 DoNews 今日报道，7 月底，抖音在北京举办“戏谑的边界与伤害”—— 玩梗式网暴案例研讨会 。 来自法学、心理学、精神医学、新闻传播等领域的多位专家学者齐聚一堂，围绕玩梗式网络暴力的识别标准、治理边界与平台责任展开深入研讨。 这是平台首次引入外部专家参与复杂案…
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Judge rules Meta caused "public nuisance" and must fund mental health treatment
新墨西哥州法官裁定Meta需出资5.67亿美元治理青少年心理健康问题，一文看懂科技巨头法律责任新标杆。
New Mexico judge orders $567M fund to help address youth mental health crisis.
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The Productized Service Pivot
产品化服务如何让即将倒闭的SaaS起死回生？真实案例与拆解。
In November 2021, my SaaS had 12 users, $340 in monthly revenue, and a runway measured in weeks. I'd spent seven months building an analytics dashboar…
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Show HN: Numbat – Agent Runtime Detection and Response
面向AI代理的运行时检测与响应工具，提供会话时间线和便携式案例包，提升安全可见性。
Article URL: https://github.com/perplexityai/numbat Comments URL: https://news.ycombinator.com/item?id=49105621 Points: 2 # Comments: 0
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Case study: proving sqrt(2) irrational with LPTP and an LLM
用LLM辅助逻辑编程定理证明器，给出根号2无理性的形式化证明，AI与数学推理的跨界案例。
arXiv:2607.21187v1 Announce Type: cross Abstract: We present the interactions with an LLM (Large Language Model) aiming at proving that the square roo…
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Unlimited AI tokens aren't unlimited after all as US Army burns through supply
美军耗尽AI token库存，戳破“无限使用”假象，揭示企业级AI服务的真实成本与限制。
Troops received an email informing them that they were rapidly depleting their AI tokens.
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Synthesia’s AI training platform is moving beyond videos into live coaching
AI视频巨头Synthesia跨界实时辅导，已获欧洲顶企商用，培训模式迎来新变革。
Synthesia launched AI Roleplay Sessions, an interactive enterprise training platform where employees practice workplace conversations with AI avatars …
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Claude Opus vs GPT Codex: Who Drives and Who Gets Driven in Real Incident Response
AI模型实战对决：一个主动驾驶，一个需要反复指点，真实事件响应中的差距一目了然
In the world of AI-assisted operations, the difference between a model that drives and one that gets driven can mean hours of sleep lost at 2 AM. A re…
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苹果发布 Apple Watch 真实案例视频，山地骑行事故中帮助挽救男子生命
Apple Watch 救命真实案例视频发布，山地骑行事故中关键时刻自动报警、成功挽救男子生命
IT之家 7 月 22 日消息，苹果公司官方 YouTube 频道今天（7 月 22 日）发布视频，讲述了一个关于 Apple Watch 的真实案例， 成功挽救了名为 Phil 男子的生命。 IT之家附上相关视频如下： 在苹果官方发布的视频中，Phil 回忆称事发时他正和 2 名年幼子女一同参加山…