特朗普呼吁对伊朗场所采取行动，世贸指数走强，英国曼德尔森争议发酵，错误强奸案受害者获赔，Fox承认辩护错误，Dominion仍在起诉相关案件。
📰 纽约时报
Little is known about Pickaxe Mountain, but some experts say it illustrates the impossibility of relying on force alone to prevent Iran from acquiring a nuclear bomb.
专家称特朗普需行动，佩克山或难以空袭，力量无法阻止伊ran核目标。
Iranian officials did not confirm most of Mr. Trump’s claims and disputed several of them.
The S&P 500’s rise on Friday caps a striking three-week streak, powered by investors’ optimism about the reopening of the Strait of Hormuz and strong corporate earnings.
📰 BBC News
The PM is facing calls to resign over the revelation that Lord Mandelson did not pass security checks.
英方称不知默多纳未通过安检，引发英国首相面临辞职压力。
Sir Keir and the top official at the Foreign Office at the time are expected to face questions from MPs next week.
议员将质询基尔及外交官莫安德尔相关事件。
Malkinson had his rape conviction quashed in 2023 after fresh DNA analysis linked a new suspect to the offence.
17年错判后，2023年DNA指向新嫌疑人，判决被推翻。
📰 CNN
福克新闻承认关于投票系统的广播指控不实，并与《新闻周刊》合作解决诉讼。
Dominion公司仍在对包括鲁迪·朱利安尼等选举否认派对提起诉讼。
• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies
📰 Hacker News (AI)
Article URL: https://ecomscalingpro.substack.com/p/how-i-went-from-0-to-scaling-my-shopify
Commen
用AI秒生病毒广告，避免在UGC创作者上浪费金钱。
Article URL: https://cal.com/de/blog/cal-com-goes-closed-source-why
Comments URL: 因AI技术挑战，Cal.com决定将其开源项目转为闭源。
Article URL: https://iamalex-afk.github.io/human-os-patch-33-protocols/
Comments URL:
📰 Google DeepMind Our newest audio model introduces granular audio tags that give you precise control to direct AI speech for expressive audio generation. Gemini 3.1 FlashTTS通过细粒度音频标签实现高拟态语音生成。 Gemini Robotics ER 1.6: Enhancing spatial reasoning and multi-view understanding for autonomous robotics. Gemini Robotics-ER 1.6通过增强空间推理与多视角理解能力，提升自主机器人执行现实任务的精准度与效率。 Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows. Gemma4是目前最强大的开源模型，专为高级推理和智能体工作流设计。
Gemini 3.1 Flash TTS: the next generation of expressive AI speech
Gemini Robotics-ER 1.6: Powering real-world robotics tasks through enhanced embodied reasoning
Gemma 4: Byte for byte, the most capable open models
📰 arXiv (AI)
arXiv:2604.14160v1 Announce Type: new Abstract: The rapid digitization of nuclear power plant main control rooms has fundamentally reshaped operator interaction patterns, introducing complex soft-con
提出新框架，为数字核电控制室提供风险约束的人因支持。
arXiv:2604.14178v1 Announce Type: new Abstract: Large Language Model (LLM) agents have demonstrated remarkable capabilities in reasoning and tool use, yet they often suffer from rigid, reactive contr
新论文提出基于心跳的自主思维调度，提升LLM代理的适应性与效率。
arXiv:2604.14221v1 Announce Type: new Abstract: Reliable evaluation of anomaly detection methods in multivariate time series remains an open challenge, largely due to the limitations of existing benc
标题：Fun‑TSG：基于功能的多变量时间序列生成器，支持变量级异常标注。
📰 arXiv (ML)
arXiv:2604.14176v1 Announce Type: new Abstract: Generalized Category Discovery (GCD) leverages labeled data to categorize unlabeled samples from known or unknown classes. Most previous methods jointl
提出了一种能量感知的梯度协调器，提升通用分类发现的鲁棒性。
arXiv:2604.14198v1 Announce Type: new Abstract: Domain reweighting can improve sample efficiency and downstream generalization, but data-mixture optimization for multimodal midtraining remains largel
MixAtlas通过不确定性感知优化数据混合，提升多模态LLM微调效率与泛化。
arXiv:2604.14206v1 Announce Type: new Abstract: This paper proposes a machine learning assisted portfolio optimization framework designed for low data environments and regime uncertainty. We construc
提出基于学生模型的半监督投资组合优化，解决低数据与市场切换问题。
📰 TechCrunch (AI)
AI drug discovery startup Converge Bio raised $25 million in a Series A led by Bessemer Venture Partners, with additional backing from executives at Meta, OpenAI, and Wiz.
Converge Bio获Bessemer领投2500万美元，AI药物发现公司获高管支持。
The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.
Meta买入1吉瓦美国太阳能电力，为数据中心供电并抵消碳排放。
Mitti Labs is working with The Nature Conservancy to expand the use of climate-friendly rice farming practices in India. The startup uses its AI to verify reductions in methane emissions.
AI初创Mitti Labs与自然保护协会合作，用AI验证印度稻田减排甲烷。
📰 The Verge
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📰 Wired
The former Instagram VP is departing the ChatGPT-maker, which is folding the AI science application he led into Codex.
前Instagram高管Kevin Weil离职，OpenAI将其主导的AI科学应用并入Codex。
Honestly, what’s hotter than a real person?
AI-assisted writing is creeping into newsrooms under the guise of efficiency. But the tradeoff may be more profound than publishers are willing to admit.
AI辅助写作潜入编辑部，效率提升背后隐藏深远风险。
📰 少数派
📅本周新预告《哥斯拉-0.0》首支预告4月15日，电影《哥斯拉-0.0》发布了首支预告，将于11月3日在日本上映、11月6日在北美上映。山崎贵回归担任导演、编剧和特效总监，神木隆之介、滨边美波回归出演 ...查看全文
三星的 TWS 目前最大的问题（或者在三星的视角看来也可以是「护城河」）仍然在于比较局限的编码支持——你很难把它推荐给三星生态以外的用户。查看全文
只要选对豆子、控制好手冲时的变量，一杯好咖啡也很简单。查看全文
📰 阮一峰的网络日志
这里记录每周值得分享的科技内容，周五发布。
这里记录每周值得分享的科技内容，周五发布。
这里记录每周值得分享的科技内容，周五发布。
📰 CNBC
Federal Reserve Governor Christopher Waller on Friday said current economic conditions are complicating the approach to interest rates.
沃勒称中东冲突和劳动力市场风险致美联储维持利率不变。
Cerebras said that it can expand its business with OpenAI over the coming years and that it gave OpenAI a warrant to purchase stock.
Cerebras计划IPO，借力与OpenAI合作拓展业务，并提供其认购权，重启上市进程。 (24字)
The meeting comes less than two months after President Donald Trump blacklisted Anthropic's Claude.
Trump称不知阿莫代与白宫会面有关Mythos，且在失禁Claude后不到两月召会。
📰 Seeking Alpha
DBV的群体模式可支撑VIASKIN的爆款收入。
内容缺失，无法总结。请提供完整新闻正文。
本周分红 champion、contender、challenger 股票表现概览。
📰 The Economist
Mines, mistrust and missing ships will keep markets tight for months
洞庭仍未解，能源市场混乱，矿难、猜疑、缺船导致供应紧张，数月难松绑。
The suspects look familiar
It allows the country’s rulers to put off necessary reforms
📰 Business Insider
The NBA postseason has arrived, and it looks a little different from past years. We'll show you where to watch the NBA Playoffs online.
2026NBA季后赛在线直播指南，随时随地观看比赛。
NJ Transit hikes train fares to $150 per round-trip for the FIFA World Cup at MetLife Stadium, and only 40,000 tickets per game will be available.
Celebrities like Matthew McConaughey, Sylvester Stallone, and Chris Hemsworth left Los Angeles for other places that offer privacy and lower taxes.
27位明星放弃洛杉矶，搬至税负更低的地区追求隐私。
📰 U.S. Federal Reserve
Federal Reserve Board issues enforcement action with Community Bankshares, Inc.
联邦储备局对社区银行集团实施执法行动。（14字）
Minutes of the Board’s discount rate meetings on February 9 and March 18, 2026
Federal Reserve Board announces approval of application by Burke & Herbert Financial Services Corp.
美联储批准Burke & Herbert金融公司的申请。
📰 AI前线
📰 36氪
36 氪从多个独立信源获悉，4月17日，小米集团通过内部邮件宣布：胡峥楠出任小米集团副总裁、汽车部 CTO；宋钢出任小米集团汽车部副总裁、参谋长。这是小米汽车自 2021 年宣布成立以来首次设立 CTO 岗位。
据 36 氪了解，两位新任高管在汽车行业均有超过二十年的从业积累，履历横跨传统车企与新能源赛道。
截至目前，小米汽车研发人员接近万人
文｜邱晓芬
编辑｜苏建勋
2026年，AI正在加速从云端落地到端侧。近期，模型厂商和手机厂商都在背后开始发力——
3月下旬，国内几大手机厂商几乎同时推送了端侧AI的大规模更新，把原本仅限于旗舰机的AI能力下放到中端和千元机市场。自此，端侧AI终于成为大部分智
文｜王欣逸
编辑｜苏建勋
龙虾热还在继续。
4月16日，荣耀进行了一场史上最短的发布会，正式发布此前预热的“养虾本”——荣耀MagicBook系列轻薄本。
即便OpenClaw已经刷屏了两个多月，但对于普通用户而言，要养一只原装龙虾，并没有
📰 钛媒体
一边是业绩承压、由盈转亏的经营困局，一边是断臂切割副业、聚焦主业的战略抉择，合盛硅业正经历上市以来最严峻的生存大考。
转型很“股东”
当亚马逊GWD补上供应链全链路管控的最后一块拼图，跨境卖家喜迎效率革命，而货代公司们陷入生存危机的恐惧。
📰 Import AI
Was fire equivalent to a singularity for people at the time?
讨论AI代理、MirrorCode及逐步削弱的十观点，反问火是否如同文明奇点？
How much could AI revolutionize the economy?
AI自动化浪潮加速经济重构，但增长预测充满不确定性。
Are there any genies that can be put back in the bottle?
AI超级智能涉政，谷歌多agent协作和机器人鼓手创新。
📰 AI Weekly
Quick Hits Chery sells humanoid robot to consumers for $42,000: The Chinese automaker ships the first mass-market humanoid. A car company is now a robotics company. The price will halve by next year.
AI工具被用于法庭，机器人价格下降，代码自动化迎新进展。
This is 100 Years From Now, a weekly series. Once a week, we skip ahead a century and imagine ordinary life in a world that's had a hundred years to absorb the things we're only beginning to build. No
Four attack vectors, one week. The npm packages your app depends on were compromised by a nation-state. A data center got its GPS coordinates published by a military. AI agents were weaponized for esp
AI成为武器与牺牲品，短短一周内被多国攻击与利用。
📰 TechCrunch AI
Kevin Weil and Bill Peebles are leaving OpenAI as the company shuts down Sora and folds its science team, signaling a sharp pivot away from consumer moonshots toward enterprise AI.
Returning backers a16z and Thrive are expected to lead the round.
Cursor正洽谈融资超20亿美元，估值约500亿美元，a16z及Thrive等老股领投。
There's a lot more code — but it's a lot more expensive and requires a lot more rewriting.
📰 Google DeepMind
Our newest audio model introduces granular audio tags that give you precise control to direct AI speech for expressive audio generation.
Gemini 3.1 FlashTTS通过细粒度音频标签实现高拟态语音生成。
Gemini Robotics ER 1.6: Enhancing spatial reasoning and multi-view understanding for autonomous robotics.
Gemini Robotics-ER 1.6通过增强空间推理与多视角理解能力，提升自主机器人执行现实任务的精准度与效率。
Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.
Gemma4是目前最强大的开源模型，专为高级推理和智能体工作流设计。