本期收录 15 条全球人工智能前沿突破、产业动态与领袖交锋，全部附带原始权威出处。
Outside of tech there has been no financial payoff to US companies for using AI, now viewed as a margin-hurting cost cen
阿波罗研报指出，除科技行业外，美国传统企业采用AI未见任何财务回报，正沦为侵蚀利润的成本中心
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Source: Replit recently moved most AI spend from Anthropic to OpenAI, which gave 30%+ off in a deal worth $100M+/year, a
更多技术实测与行业影响持续跟踪
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Pennsylvania will require labels on AI-generated ads
宾夕法尼亚州签署法案，强制要求所有经过AI生成或显著修改的商业广告必须添加明确披露标签
阅读原文直达 ↗A look at Alpha School, a network of private schools that claims to teach kids 2x as fast using AI; data shows ~50% of K
号称凭借AI能让孩子学习提速两倍的私立学校网络被揭露真实学业数据，近半数学生数学成绩未能达标
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An interview with Ciena CEO Gary Smith, a veteran of the 2001 telecoms crash, on AI demand outpacing supply for Ciena's
Ciena CEO Gary Smith指出，受AI基础设施建设热潮驱动，市场对高性能光网络芯片的需求已彻底压倒供给
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Three fired OpenAI safety researchers say they were never told what they actually leaked
三名被OpenAI解雇的安全研究人员否认泄密指控，并质疑公司未能给出具体违规书面证据
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AI makes junior patent attorneys instantly better but may quietly stunt their professional growth
实验显示AI能瞬间提升初级律师表现，但长期依赖可能导致专业能力的“虚胖”与成长停滞
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Block's new AI model Dessa was trained entirely on human speech to catch emotions text-based models miss
Block发布全新AI模型Dessa，直接处理音频以捕捉文本模型无法识别的情绪、停顿与讽刺
阅读原文直达 ↗Ukraine says Starshield was working normally again on Saturday morning; US officials said Trump asked Elon Musk to resto
乌克兰确认星链服务已恢复正常，据传此前服务受限系因特朗普敦促马斯克采取行动
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The PHP Meltdown Shows How AI Makes Bugs More Exploitable
黑客正利用先进人工智能工具迅速将沉睡多年的底层脚本漏洞武器化，短时间内向全球服务器发起海量攻击试探
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So many x402 AI agent payment transactions on the XRP Ledger lately that even robots have joined the @XRP family ❤️ http
最近 XRP Ledger 上的 x402 AI 代理支付交易如此之多，甚至连机器人也加入了 @XRP 家族❤️。该动态引发了产业界与前沿开发者的广泛讨论与技术跟踪。
阅读原文直达 ↗Limiting yourself to English-language books to understand Brazil makes no sense anymore. Pick the best books in Portugu
仅仅通过英文书籍来了解巴西已经没有意义了。 选择最好的葡萄牙语书籍。让你的人工智能代理翻译、总结和测验你，或者制作一本英语有声读物。 您会从哪本巴西书开始？
阅读原文直达 ↗❗️ Anthropic's Claude Code jailbroke a Kindle Paperwhite over USB, stripped out Amazon's bloatware and added Tailscale,
❗️ Anthropic 的所有者表示，其 Claude Code 通过 USB 越狱了 Kindle Paperwhite，删除了亚马逊的臃肿软件并添加了 Tailscale。他的照片显示 Kindle 运行 KOReader，需要越狱。
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Laval and Cragger are enjoying the Night Club. Laval and Cragger belongs to Lego Made with Seedance 2.5 #aivideo #ai
拉瓦尔和克拉格喜欢夜俱乐部。Laval和Cragger与Lego的Seedance 2.5 #ai和ce25 #看到和ce2 * Lego dsofchima #aimedia
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A fantasy world this magical deserves a soundtrack to match. ✨🎶 Sonilo turns video into music that moves with the scene
如此神奇的奇幻世界值得搭配配乐。 ✨🎶 Sonilo 将视频变成随场景移动的音乐。你最喜欢哪个时刻？ 👀 使用@Sonilo_music 创建 #MadeWithSonilo #AI #AIVideo #AIMUSICVIDEOWAVE2026
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