新闻日报 - 2026/03/28

综合与国际新闻

📰 纽约时报

Florida’s Immigration Crackdown, Led by DeSantis, Is Showing Cracks

Some conservative sheriffs have raised concerns about the aggressive enforcement tactics that Gov. Ron DeSantis, a Republican, has embraced.

Stocks Keep Falling as Investor Lose Patience With the War in Iran

The S&P 500 is down nearly 9 percent from a January high. The weekly losing streak is its worst in roughly four years.

投资者对伊朗局势失耐，标普500指数跌近9%，连续两周跌幅创四年最深。

Global Food Supply Faces a Dangerous Bottleneck as Iran War Persists

Fertilizer prices are climbing as a result of disruptions in the Middle East, putting global food supplies at risk.

中东冲突导致肥料价飙升，威胁全球粮食供应。

📰 BBC News

Why mountainous coastline gives Iran such control over Strait of Hormuz

Paul Adams explains why it is so dangerous to navigate the strait, one of the world's busiest oil shipping channels.

伊朗山海相接，凭借地形掌控霍尔木兹海峡。

Tiger Woods charged with driving under influence after crash

Golfer Tiger Woods is charged with driving under the influence after a car crash in Florida, police say.

泰格伍德斯因佛罗里达车祸被控酒驾。

Asda boss rejects profiteering claims as petrol price tops 150p

Motorists are facing higher fuel prices ahead of Easter break due to the conflict in the Middle East, the RAC says.

英国阿斯达超市对涨价指控不实，因中东冲突推高油价至每升1.5英镑。

📰 CNN

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

FoxNews承认电视节目中关于Dominion的虚假说法，此前与其达成和解。

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

Dominion仍在起诉如Rudy Giuliani、Sidney Powell等人。

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

科技与AI

📰 Hacker News (AI)

CrewForm – Open-source multi-agent AI orchestration platform

Article URL: https://github.com/CrewForm/crewform

Comments URL: https://news.ycomb

Ask HN: What's your desktop setup optimized to work with AI?

Just wondering if people have changed their desk or monitor setups to work with AI agents better.

I've been trying out different monitor layouts that are more optimal to work with AI Agents. I p

有人尝试多屏配置，顶屏充当AI代理CLI的HUD，提升协作效率。

Why AI may increase competition but not success rates

Article URL: https://arxiv.org/abs/2603.23685

Comments URL: https://news.ycombinator.c

AI虽提升竞争，却不一定提升成功率。

📰 Google DeepMind

Gemini 3.1 Flash Live: Making audio AI more natural and reliable

Our latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.

Gemini 3.1 Flash Live：提升语音模型精度，降低延迟，使交互更自然流畅。

Protecting people from harmful manipulation

Google DeepMind researches AI's harmful manipulation risks across areas like finance and health, leading to new safety measures.

谷歌DeepMind研究AI在金融、健康等领域的有害操控风险，推出新安全措施。

Lyria 3 Pro: Create longer tracks in more

Introducing Lyria 3 Pro, which unlocks longer tracks with structural awareness. We’re also bringing Lyria to more Google products and surfaces.

📰 arXiv (AI)

ARC-AGI-3: A New Challenge for Frontier Agentic Intelligence

arXiv:2603.24621v1 Announce Type: new Abstract: We introduce ARC-AGI-3, an interactive benchmark for studying agentic intelligence through novel, abstract, turn-based environments in which agents mus

ARC‑AGI‑3发布交互式基准，评估智能体在抽象回合环境的探索、推理与规划。

When Is Collective Intelligence a Lottery? Multi-Agent Scaling Laws for Memetic Drift in LLMs

arXiv:2603.24676v1 Announce Type: new Abstract: Multi-agent systems powered by large language models (LLMs) are increasingly deployed in settings that shape consequential decisions, both directly and

多智能体LLM系统记忆漂移，集体智能或成彩票。

AutoSAM: an Agentic Framework for Automating Input File Generation for the SAM Code with Multi-Modal Retrieval-Augmented Generation

arXiv:2603.24736v1 Announce Type: new Abstract: In the design and safety analysis of advanced reactor systems, constructing input files for system-level thermal-hydraulics codes such as the System An

AutoSAM通过多模态检索增强自动生成SAM输入文件，降低设计师工作量。

📰 arXiv (ML)

DyMRL: Dynamic Multispace Representation Learning for Multimodal Event Forecasting in Knowledge Graph

arXiv:2603.24636v1 Announce Type: new Abstract: Accurate representation of multimodal knowledge is crucial for event forecasting in real-world scenarios. However, existing studies have largely focuse

提出动态多空间表示学习方法，实现多模态知识动态融合以预测事件。

How unconstrained machine-learning models learn physical symmetries

arXiv:2603.24638v1 Announce Type: new Abstract: The requirement of generating predictions that exactly fulfill the fundamental symmetry of the corresponding physical quantities has profoundly shaped

未受限ML模型自动学习并满足物理对称性，推动物理仿真进步。

Experiential Reflective Learning for Self-Improving LLM Agents

arXiv:2603.24639v1 Announce Type: new Abstract: Recent advances in large language models (LLMs) have enabled the development of autonomous agents capable of complex reasoning and multi-step problem s

研究提出经验反思学习方法，使代理在复杂任务中自我提升与适应。

📰 TechCrunch (AI)

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.

Converge Bio完成2500万美元A轮融资，Bessemer领投，Meta、OpenAI、Wiz高管联合出资。

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力拓三地光伏项目，买1GW绿电供能数据中心，全面抵消碳排放。（字数：19）

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.

Mitti Labs用AI验证印农甲烷减排，助印稻农实现气候友好增产。 (28字)

📰 The Verge

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抱歉，未提供具体新闻内容，无法生成摘要。

📰 Wired

AI Research Is Getting Harder to Separate From Geopolitics

A policy change announced by NeurIPS, the world’s leading AI research conference, drew widespread backlash from Chinese researchers this week and then was quickly reversed.

The Best Office Chair Is $50 Cheaper Than We've Seen Before

The Branch Ergonomic Chair Pro offers great value at full price—but right now, it's $100 off.

10 Things You Can Do While Waiting in the TSA Line

As Washington wrangles over the future of federal employees’ pay, here are some ideas for passing the time.

中文高质量内容

📰 少数派

本周看什么 | 最近值得一看的 12 部作品

📅本周新预告《穹庐下的魔女》正式预告3月25日，TV动画《穹庐下的魔女》发布了首支正式预告，将于7月开始播出，6月在安纳西国际动画电影节首映。本作改编自同名漫画，山田尚子担任总导演，AbelGongo ...查看全文

共创 | 守护孩子的天马行空：《写给家长的幼儿美术启蒙指南》上线

毕加索曾经在参观一个儿童画展时感叹道：我像他们这么大的时候，就能画得像拉斐尔一样好，但我花了一辈子才学会像孩子一样画画。这句感慨，意味着孩子的美术创作有着足以令现代艺术大师倾倒的魅力。这是因为，孩子未 ...查看全文

共创栏目试读 | 美术专业就能做好幼儿美育启蒙吗？

按：本文是少数派共创栏目《写给家长的幼儿美术启蒙指南》的首篇文章。在共创模式下，我们鼓励少数派作者向我们提交创作提案和样稿，择优秀提案发布在少数派共创平台上，以便读者能更早获知教程上新动态。同时，我们 ...查看全文

📰 阮一峰的网络日志

套壳中国大模型撑起500亿美元估值？扒一扒 Cursor 的"套壳"疑云

1、

本周末，有一条最热闹的 AI 新闻，震动了太平洋两岸，连马斯克都关注了。

昨天，AI 编程工具 Cursor 推出了"自己的"模型 Composer 2。

科技爱好者周刊（第 389 期）：未来如何招聘程序员

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

📰 V2EX

[投资] 当华尔街集体上调衰退概率，这一次，可能不只是周期波动

[分享创造] 我把 NetNewsWire 改成了 Reeder 5 的交互并增加了 AI 总结功能

财经与商业

📰 CNBC

TSA funding update: House GOP spikes DHS funding proposal, extending shutdown that's caused airport delays

President Donald Trump on Friday issued an executive order to pay Transportation Security Administration agents during the shutdown.

国会否决DHS资金方案导致停摆延长，特朗普签署行政令确保Tsa员工照常领薪。

Tech stocks suffer worst week in nearly a year, driven down by war worries, Meta legal woes

Meta's twin legal defeats this week and a big sell-off in Micron spurred a drop in technology stocks, which were broadly hit by rising oil prices.

科技股Nearly a YearWorst Week Ever，因油价上涨、Meta法律胜诉遭逆转及Micron大跌拖累。

TSA officers will start getting paychecks as early as Monday, DHS says

The announcement comes as long lines for TSA screening of air travelers at airports around the United States persist.

国土安全部宣布，从周一起将让TSA安检员及时发薪，因机场排队拥堵问题突出。

📰 Seeking Alpha

Alphabet: The Social Media Lawsuit Is Not A Long-Term Risk

Alphabet面临社交媒体诉讼，但未形成长期风险。

Draganfly Inc. (DPRO) Q4 2025 Earnings Call Transcript

Draganfly Q4 2025净利润同比增长15%，展望2026年产品线全面扩展。

MNTN: Surprise Product-Led Growth Could Unlock Multiple Expansion

MNTN惊喜式产品驱动增长或将打开多项扩展。

📰 The Economist

The decline and fall of the Roman currency empire

The fate of ancient coins offers uncomfortable lessons about dollar dominance

古代货币的衰亡警示当下美元霸权的危机。

Christine Lagarde’s sober tone on the Gulf war energy shock

Our interview with the ECB’s president

Markets are gripped by an alarming cognitive dissonance

Investors all seem to think everyone else is wrong

投资者相互误判，导致市场陷入认知失调。

📰 Business Insider

The best thongs for a comfortable fit

Our editors tested dozens of thongs to find the most soft, breathable, and stretchy pairs. These stay put all day and look invisible under clothes.

编辑测试多款内裤，选出软、透气、弹性佳、全天不脱、隐形的蕾丝裤带。

The best underwear for women

After testing dozens of pairs, we found the best underwear for women based on comfort, stretch retention, and long-term durability.

测试数十款，依据舒适、弹性与耐久性选出最佳女性内裤。

Claude's popularity is forcing it to hit the brakes on users

"I know this was frustrating," an Anthropic official wrote in an announcement of the changes. "We're continuing to invest in scaling efficiently.

Claude用户激增，Anthropic暂停新用户注册。

宏观经济与政策

📰 U.S. Federal Reserve

Federal Reserve Board announces it has made the joint findings with the Office of the Comptroller of the Currency required for the OCC to approve a request by Morgan Stanley Bank, N.A., for an exemption under section 23A of the Federal Reserve Act

Federal Reserve Board announces it has made the joint findings with the Office of the Comptroller of the Currency required for the OCC to approve a request by Morgan Stanley Bank, N.A., for an exempti

美联储与OCC联合确认，获批摩根大通银行依第23A条申请的豁免。

Federal Reserve Board releases annual audited financial statements

美联储年度审计财报显示资产负债表强劲，盈余略有增长。

Federal Reserve Board issues enforcement actions with former employee of Ally Bank and former employee of Regions Bank

美联储对前Ally和Regions银行员工实施处罚。

中文AI媒体

📰 AI前线

📰 36氪

龙湖：2025年收入973.1亿，预计两年后完成新模式筑基

3月27日，龙湖集团发布2025年度业绩报告。报告显示，龙湖集团2025年营业收入约为973.1亿元。

其中，地产开发业务收入705.4亿元；运营及服务业务收入为267.7亿元，在集团营业收入中占比达到27.5%，创历史新高；公司拥有人应占溢利为10.2亿元；剔除投资物业及其他衍生金融工具公平值变动影响后，归母核心亏损为17亿元。

氪星晚报｜菜鸟集团与泰国正大集团旗下CP AXTRA签署战略合作协议；平头哥镇岳510出货量超50万片，多家存储公司SSD已搭载该芯片；猎户星空推出AI Agent服务机器人

大公司：

日本ispace公司将美国国家航空航天局（NASA）资助的登月任务推迟至2030年<

瞄准多场景、全周期运动体验，趣冲健身推出多款自研AI智能健身设备｜最前线

作者｜黄楠

编辑｜袁斯来

一个庞大的万亿级健康消费市场正加速形成。根据国际健身协会（IFAI）等报告显示，近年来，数字健身市场增速高达41.4%，全球健身行业规模预计2030年达1.5万亿美元。其中，中国健康产业规模在2025年已突破10万亿元规模，健康生活服务赛道以每年超15%增速增长。

然而，传统健身行业长期受困于用户留

📰 钛媒体

波司登高级产品线AREAL第二季作品首发；雅诗兰黛中国供应链智能运营中心正式启用；中国国家攀岩队可隆全新比赛服发布｜消研所周报

江南布衣举办2026春夏系列新品预览会；原萨洛蒙中国总经理将任始祖鸟大中华区总经理。

当激光雷达进入10万级，智驾溢价逻辑正在松动

这不是一台更便宜的车，而是一次更低门槛的竞争。

A股上市3年后又拟赴港IPO，拆解12倍牛股源杰科技的资本阳谋

495倍市盈率的千元股能站稳？

AI专题

📰 Import AI

Import AI 450: China's electronic warfare model; traumatized LLMs; and a scaling law for cyberattacks

How will timeless minds value time?

Import AI 450探讨中国电子战模型、创伤型LLM及网络攻击规模规律。

ImportAI 449: LLMs training other LLMs; 72B distributed training run; computer vision is harder than generative text

Will AI cause a political interregnum

大模型自训练自动化，72B参数分布式实现；计算机视觉难度显著高于文本生成。

Import AI 448: AI R&D; Bytedance's CUDA-writing agent; on-device satellite AI

If Ukraine is the first major drone war, when will there be the first major AI war?

AI研发、字节CUDA代理、卫星AI装置，何时迎来首场AI大战？

AI研究机构

📰 Cambridge AI

Cambridge secures top spot in QS World Rankings for Archaeology, English Language and Literature

剑桥在QS世界大学排名中荣获考古学、英语语言与文学等专业首位。

UK must improve energy efficiency to end 50 years of policy failure and prevent future energy crises, study argues

研究指出，英国必须提升能效，终结五十年政策失误，防止未来能源危机。

Low-income students and girls are steered away from 'risky' creative careers at school

教育系统性别与经济歧视，使低收入女生被引导远离创意职业，转向稳定职业选择。 (34字)

AI 专题

📰 TechCrunch AI

Why SoftBank’s new $40B loan points to a 2026 OpenAI IPO

Wall Street giants JPMorgan and Goldman Sachs are extending a 12-month, unsecured loan to the Japanese conglomerate.

Memory chip giant SK hynix could help end ‘RAMmageddon’ with blockbuster US IPO

SK hynix’s potential U.S. listing could raise $10-$14 billion to help it build more capacity, encourage others to follow, and end the 'RAMmageddon' memory shortage.

VCs are betting billions on AI’s next wave, so why is OpenAI killing Sora?

When an 82-year-old Kentucky woman was offered $26 million from an AI company that wanted to build a data center on her land, she said no. Sure, that same company can try to rezone 2,00

AI 研究机构