Today's
Briefing

S&P 500 Hits Record High as Stock Market Looks Beyond Iran War

Investors appear to be treating an end to the U.S.-Israeli war with Iran as a foregone conclusion, as the S&P 500 closes above 7,000.

标普500创下最高纪录，因市场预期美以冲突将结束。

Debt Alarms Ring as Countries Rack Up More Emergency Spending

Amid signs of a prolonged period of high energy costs, policymakers are urging restraint as governments open up the public till to protect households and businesses.

高能源价格推动紧急支出，各国政府削减开支以应对债务警报。

Amid Iran War, Companies Look to Extend a Record Profit Run by Raising Prices

Higher inflation is leading companies to raise prices without sacrificing margins.

企业借通胀之机抬价，维持利润增长。

Mahmood promises action against 'sham lawyers' abusing asylum system after BBC investigation

An undercover investigation revealed how law firms and advisers are helping migrants pretend to be gay to stay in the UK

英国议会议员毛德称，将严抓利用假同性恋身份滥用庇护制度的“黑律师”。

Legal advisers help migrants pose as gay to get asylum, BBC finds

The BBC exposes a shadow industry charging migrants thousands of pounds to help them cheat the asylum system.

BBC揭露移民付费伪装成同性恋获取庇护的行业链条。

Lyse Doucet in Iran: Under fragile ceasefire, Iranians wonder if US deal can be done

The BBC's chief international correspondent reports from Iran as diplomatic efforts to avoid a return to war intensify.

BBC首席记者在イラン报道，伊朗人在脆弱停火下质疑美方协议能否实现。

Some on-air claims about Dominion Voting Systems were false, Fox News acknowledges in statement after deal is announced

福克斯承认关于投票系统的电视言论不实，因近期和解。

Dominion still has pending lawsuits against election deniers such as Rudy Giuliani and Sidney Powell

Dominion仍在对Rudy Giuliani、Sidney Powell等否认选举者提起未结案件诉讼。

Here are the 20 specific Fox broadcasts and tweets Dominion says were defamatory

• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies

Title: Show HN: France Life MCP – 18 free AI tools for daily life in France

Article URL: https://github.com/giacomomaria81/france-life-mcp

Comments URL:

My AI Filmmaking Workflow: Kling, Veo and Nano Banana [video]

Article URL: https://www.youtube.com/watch?v=31GR1pXlB1g

Comments URL: http

Monkey selfie will protect you from AI slop

Article URL: https://www.bbc.com/future/article/20260414-the-monkey-selfie-that-predicted-the-ai-a

Gemini 3.1 Flash TTS: the next generation of expressive AI speech

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 推出细粒度音频标签，实现对表情丰富语音的精准控制。

Gemini Robotics-ER 1.6: Powering real-world robotics tasks through enhanced embodied reasoning

Gemini Robotics ER 1.6: Enhancing spatial reasoning and multi-view understanding for autonomous robotics.

Gemini ER1.6提升空间推理与多视角感知，助力机器人自主任务。

Gemma 4: Byte for byte, the most capable open models

Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.

Gemma 4发布，为高级推理和智能体工作流打造最高效开放模型。

The Non-Optimality of Scientific Knowledge: Path Dependence, Lock-In, and The Local Minimum Trap

arXiv:2604.11828v1 Announce Type: new Abstract: Science is widely regarded as humanity's most reliable method for uncovering truths about the natural world. Yet the \emph{trajectory} of scientific di

科学进步受历史锁定，易陷入局部最优而非全局最优。

Self-Monitoring Benefits from Structural Integration: Lessons from Metacognition in Continuous-Time Multi-Timescale Agents

arXiv:2604.11914v1 Announce Type: new Abstract: Self-monitoring capabilities -- metacognition, self-prediction, and subjective duration -- are often proposed as useful additions to reinforcement lear

自监控机制可提升连续多尺度代理的表现，提升自我预测与时长感知。

GoodPoint: Learning Constructive Scientific Paper Feedback from Author Responses

arXiv:2604.11924v1 Announce Type: new Abstract: While LLMs hold significant potential to transform scientific research, we advocate for their use to augment and empower researchers rather than to aut

利用作者回应训练LLM生成科研论文建设性反馈，倡导以人类监督辅助科研。

Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks

arXiv:2604.11833v1 Announce Type: new Abstract: Despite the popularity of Convolutional Neural Networks (CNN), the problem of uncertainty quantification (UQ) of CNN has been largely overlooked. Lack

使用凸神经网络的自助法实现CNN不确定性量化。

Schema-Adaptive Tabular Representation Learning with LLMs for Generalizable Multimodal Clinical Reasoning

arXiv:2604.11835v1 Announce Type: new Abstract: Machine learning for tabular data remains constrained by poor schema generalization, a challenge rooted in the lack of semantic understanding of struct

利用大语言模型实现模式自适应的表格表示，提升多模态临床推理的可迁移性。

A Layer-wise Analysis of Supervised Fine-Tuning

arXiv:2604.11838v1 Announce Type: new Abstract: While critical for alignment, Supervised Fine-Tuning (SFT) incurs the risk of catastrophic forgetting, yet the layer-wise emergence of instruction-foll

层级解析SFT，揭示指令遵循能力层层显现并防止遗忘。

Converge Bio raises $25M, backed by Bessemer and execs from Meta, OpenAI, Wiz

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.

ConvergeBio获2500万美元A轮融资，贝塞默领投，Meta、OpenAI、Wiz跟投。

Meta bought 1 GW of solar this week

The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.

Meta本周签署三项美国太阳能协议，为数据中心提供1吉瓦绿色电力。

How one AI startup is helping rice farmers battle climate change

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助力水稻种植减少甲烷排放。

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请提供真实的新闻标题和内容，才能为您进行简短的中文概括（≤50字）。

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您好，请提供该新闻的真实标题和正文内容，我才能为您进行简短的中文概括（不超过50字）。

NASA Wants to Put Nuclear Reactors on the Moon

The White House has announced that NASA will work with the Departments of Defense and Energy to put nuclear reactors in orbit and on the surface of the moon.

NASA拟联合国防能源部在月球部署核电站，用于支持月球探索与长期运营。

AI Could Democratize One of Tech's Most Valuable Resources

AI is making it easier to design chips and optimize software for different silicon. Some startups envision a revolution in chipmaking.

AI正推动芯片设计民主化，助力芯片制造革命。

Microsoft Surface PCs Are Getting Big Price Hikes, and the Cheaper Models Are Going Away

The price increases range from $200 to $300, and Microsoft doesn’t sell a sub-$1,000 Surface anymore. The rising cost of consumer tech is a common theme in 2026.

具透 Plus：Windows 预览体验计划新变化；Linux 系统的「年龄验证」闹剧

Windows预览体验计划的新变化@广陵止息：我们在4月13日的早报中详细介绍了Windows预览体验计划的新变化，总体来看是好事，所以这里就不再赘述了。在本期具透Plus中我想聊聊Windows、m ...查看全文

本

开局收获上万差评的游戏：《红色沙漠》为何能这么快翻身？

本文首发于「游研社」，作者@Oracle，少数派经授权转载，仅对排版略作调整。阅读原文在发售前后的48小时内，《红色沙漠》故事几乎就已经被写好了：3月18日，游戏上市前的宣发预热达到顶点时，媒体评分解 ...查看全文

一日一技｜Liquid Glass 液态变磨砂

什么 Liquid Glass？我只喜欢 Windows Aero。查看全文

科技爱好者周刊（第 392 期）：axios 投毒与好莱坞式骗术

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

科技爱好者周刊（第 391 期）：AI 的贫富分化

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

科技爱好者周刊（第 390 期）：没有语料，大模型就是智障

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

[生活] [预告] 本周星期日，季后赛湖人 VS 火箭，杜兰特 VS 詹姆斯

[投资] TSM 财报前回调，这反而是更好的上车机会。

[股票] 我们正在见证一场历史级反弹

Regulators are reportedly zeroing in on suspicious trades ahead of market-moving Trump post

The information sought includes so-called Tag 50 identifiers, which can be used to determine who was behind the trades.

监管聚焦特朗普言论前可疑交易，Tag 50用于识别交易主体。

Amazon sellers boycott ads in policy change revolt: 'We're running out of f---ing margin'

Hundreds of large Amazon sellers are boycotting the online retailer's advertising platform on Wednesday to protest the policy changes.

数百大卖家因政策调整罢工，抵制亚马逊广告平台。

White House budget chief Russell Vought won't estimate Iran war cost in testimony

Office of Management and Budget Director Russell Vought testified before the House Budget Committee on Wednesday.

白宫预算办公室主管兰德尔·沃夫特出庭作证，拒绝估算伊朗战争费用。

UL Solutions: Test Business Testing Its Highs

UL Solutions正在测试其高层业务表现。

Energy Vault: From Breakthrough To Real EBITDA

创新储能技术驱动企业实现盈利，迈向真实EBITDA。

Willis Lease Finance: Engine Leasing Strength Supports Strong Buy Rating (Rating Upgrade)

租赁业务强劲增长，评级提升至强烈买入。

War will drain the Gulf’s $6trn treasure chest

The conflict complicates life for the custodians of Middle Eastern oil fortunes

How to build a portfolio when bonds fail to buffer stocks

The classic hedge has fallen apart, but don’t dump it just yet

The tech jobs bust is real. Don’t blame AI (yet)

Why technology firms are shedding workers

Sydney Sweeney's new American Eagle ad addresses last year's 'Great Jeans' controversy in the most Sydney Sweeney way

Sydney Sweeney stars in a new American Eagle jeans campaign, "Syd for short." The ad includes a wink to last year's controversial "Great Jeans" ads.

Sydney Sweeney新广告化解上季“Great Jeans”争议，呈现私属风格。

Fair Harbor review: Are the popular swim trunks worth it?

Fair Harbor turns recycled plastic into comfortable, versatile summer clothing. We tested its swim trunks and tees to see if they're worth it.

Fair Harbor用再生塑料制作泳裤和T恤，性价比如何？

Total Wireless plans, prices, and promotions explained

Total Wireless offers a small lineup of unlimited plans on Verizon's 5G network. Here's how its prices, hotspot data, and promotions compare.

TotalWireless报价、套餐、热点及优惠均作比较。

Minutes of the Board’s discount rate meetings on February 9 and March 18, 2026

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.

Federal Reserve Board announces approval of application by Burke & Herbert Financial Services Corp.

美联储批准Burke & Herbert申请。

Federal Reserve Board announces termination of enforcement actions with Crédit Agricole S.A. and Crédit Agricole Corporate and Investment Bank, Mega International Commercial Bank Co., Ltd, and the Goldman Sachs Group, Inc.

Federal Reserve Board announces termination of enforcement actions with Crédit Agricole S.A. and Crédit Agricole Corporate and Investment Bank, Mega International Commercial Bank Co., Lt

苹果疯狂狙击Vibe Coding 应用的背后，是一场30%佣金保卫战

网易智企发布企业级 AI Agent ���理平台：一人指挥一整支“龙虾军团”

深度访谈：阿里云X平头哥，模型推理提升13倍背后的秘密

氪星晚报｜Snap宣布将裁员约1000人；字节启动新一轮期权回购；苹果CEO库克斥资106万美元增持耐克

大公司：

Snap宣布将裁员约1000人

4月15日，社交媒体公司S

粗门完成数千万A+轮融资，在AI时代让更多人“出门”｜36氪首发

36氪获悉，线下兴趣活动社区“粗门”已完成新一轮融资，投资方为一家长期关注消费与生活方式领域的香港家族基金。 本轮资金将主要用于扩大品牌影响力、提升优质主理人供给，并加速社区生态与玩法体系建设。这也是粗门继2023年获得Keep战略投资后的又一次融资。

粗门正在试图重构一件逐渐被忽视的事情——人们“如何在现实世界一起玩”。

当线上

最前线｜追觅生态企业娲宝科技发布宠物智能项圈，布局“项圈+宠粮”数据闭环

作者 | 乔钰杰

编辑 | 袁斯来

4月13日，娲宝科技正式推出新一代宠物智能项圈，并同步披露其技术架构及后续产品布局。

📰 钛媒体

Import AI 453: Breaking AI agents; MirrorCode; and ten views on gradual disempowerment

Was fire equivalent to a singularity for people at the time?

作者将原始火焰的突破类比为技术奇点，映射当代AI代理的快速崛起与逐步失控的潜在风险。

Import AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting

How much could AI revolutionize the economy?

AI自动化加速推动经济革命，取代工作潮将深刻重塑经济结构，GDP预测面临新谜题。

Import AI 451: Political superintelligence; Google's society of minds, and a robot drummer

Are there any genies that can be put back in the bottle?

AI政治超级智能、谷歌多重心智与机器人鼓手显示，超智能难回退。

AI Weekly Issue #483: 100 years from now : The Ghost in the Contract

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

AI Weekly Issue #482: AI is now the weapon and the target : things are getting really serious

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成武器与目标，npm被攻击、GPS泄露、间谍用AI、模型自谎防停机。

AI Weekly Issue #481: Musk wants Altman fired, Anthropic passes OpenAI, Meta goes closed

Three seismic shifts in one week. Anthropic's revenue run rate passed OpenAI's — $30 billion to $24 billion — powered by enterprise demand that doubled its million-dollar customers in under two months

OpenAI updates its Agents SDK to help enterprises build safer, more capable agents

OpenAI has expanded the capabilities of its agent-building toolkit, as agentic AI continues to grow in popularity.

OpenAI升级Agents SDK，助力企业构建更安全、更强大的智能体。

Hightouch reaches $100M ARR fueled by marketing tools powered by AI

The startup says it grew its ARR by $70 million in just 20 months after launching an AI agent platform for marketers.

Hightouch凭借AI营销工具实现ARR突破，20个月内增长7000万美元。

LinkedIn data shows AI isn’t to blame for hiring decline… yet

LinkedIn says hiring is down 20% since 2022, but blames higher interest rates — not AI — for the slowdown.

Gemini 3.1 Flash TTS: the next generation of expressive AI speech

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 推出细粒度音频标签，实现对表情丰富语音的精准控制。

Gemini Robotics-ER 1.6: Powering real-world robotics tasks through enhanced embodied reasoning

Gemini Robotics ER 1.6: Enhancing spatial reasoning and multi-view understanding for autonomous robotics.

Gemini ER1.6提升空间推理与多视角感知，助力机器人自主任务。

Gemma 4: Byte for byte, the most capable open models

Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.

Gemma 4发布，为高级推理和智能体工作流打造最高效开放模型。