📰 Thu, Nov 5
主題報導
- 【全球政治】美眾院民主黨團：無人提彈劾總統 新會期聚焦民生法案 — 中央社 國際
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 23 天） — 中選會行事曆
🇹🇼 台灣
美媒：共和黨敗選究責 戰爭部長赫格塞斯最快下週可能面臨彈劾
中央社
根據美國媒體報導，共和黨內部在期中選舉失利後將矛頭指向戰爭部長赫格塞斯（Pete Hegseth），眾議院可能最快下週表決彈劾他。
🌍 World
'This is a disaster': Angry Republicans blame Trump for midterms defeat
BBC World
Some Republicans tell the BBC the president's focus on his legacy and indifference to voter concerns cost them.
💻 Developer
AI is forcing us to pay off 40 years of technical debt
Hacker News · 1088 points
AI is forcing us to pay off 40 years of technical debt
Mistral Large 4
alphaXiv · 200 likes
We introduce Mistral Large 4 (ML4), a 52B active, 1T total parameter multimodal mixture-of-experts model designed for reasoning and long-horizon agentic tasks. We build a scalable agent-based pipeline…
NVIDIA/auto-ontology
GitHub Trending · 2,050 stars today
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM…
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Wed, Nov 4
主題報導
- 【熱門】美國期中選舉成川普執政公投 民主黨力拚翻盤重掌國會 — 中央社、公視
- 【戰爭／衝突】川普接受福斯節目電訪 證實美軍空襲伊朗 — 中央社 國際
- 【兩岸政治】防範台海衝突 日陸上自衛隊擬整合飛彈指揮系統2030年啟用 — 中央社 國際
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 24 天） — 中選會行事曆
🇹🇼 台灣
媒體報導，涉貪污、共諜案的立委高金素梅助理張俊傑疑於10月底自基隆正濱漁港偷渡出海。海委會主委管碧玲今天表示，檢方已指揮偵辦，將由檢方調查釐清真相。
🌍 World
Spanish transport minister resigns days after deadly train crash
BBC World
At least 69 people were killed and dozens injured in the collision south of the capital, Madrid.
American labor activist Dolores Huerta dies aged 96.
Wikipedia
💻 Developer
Postman silently auto-installs AI plugins and attempts to share all API data
Hacker News · 1051 points
Postman is an API platform for building and using APIs. Postman simplifies each step of the API lifecycle and streamlines collaboration so you can create better APIs—faster. - [SEVERE] Desktop auto...
WTF Ubuntu?
Hacker News 熱門 · 1602 points
Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
alphaXiv · 374 likes
Frontier LLMs can read raw neural network weights to tell what a network does, and write or edit weights directly to fix or build networks without gradient descent.
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Tue, Nov 3
主題報導
- 【戰爭／衝突】Fighting returns to Kherson region after longest Ukraine war ceasefire — BBC World
- 【公民參與】歐洲掀起Z世代抗爭潮 德國青年萬聖節變裝上街抗議 — 公視新聞網
- 【全球政治】中國以電子郵件邀出席APEC峰會 卓榮泰盼給平等待遇 — 中央社 政治
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 25 天） — 中選會行事曆
🇹🇼 台灣
台股44000點保衛戰 盤中跌逾900點資訊服務股走強
中央社
台股今天開低震盪，盤中一度下跌908.04點，最低來到44012.10點，失守44500點，陷入44000點保衛戰。電子、金融類股同步走弱，部分資訊服務、資安概念股表現強勢。
🌍 World
Russian bombing kills 26 people at Ukraine aid centre, Kyiv says
BBC World
Officials say at least nine 3,000kg aerial bombs hit a southern Ukrainian village in what the president called an "utterly horrific" attack.
💻 Developer
Astra can read and write weights to improve Qwen
Hacker News 熱門 · 2104 points
We find that frontier LLMs are surprisingly good at natively reading and writing neural network weights, well past what we’d expect from humans or conventional algorithms.
Training Foundation Models with a Single Algorithm
alphaXiv · 166 likes
Foundation models are typically trained in stages: pretraining, midtraining, supervised fine-tuning (SFT), and reinforcement learning (RL), with changes in both data and learning algorithms. We show t…
vercel-labs/agent-desktop
GitHub Trending · 2,275 stars today
Computer use CLI for AI agents
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Mon, Nov 2
主題報導
- 【公民參與】印度反對派號召5萬人示威 蟑螂人民黨保持中立不參加 — 中央社 國際
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 26 天） — 中選會行事曆
🇹🇼 台灣
英特爾上週五股價暴跌近3成，美股半導體族群重摔，台積電ADR股價大跌5.95%，拖累台股今天早盤最多下跌812點，失守45000點大關。至9時10分，台股加權指數下跌386點，至44825點。
🌍 World
Ukraine air raid app apparently hacked as users receive false radiation threat, Air Force says
BBC World
Hours later Russian authorities said its app was also hacked, with fake warnings sent inside the country.
Mexican politician Cuauhtémoc Cárdenas dies at the age of 92.
Wikipedia
💻 Developer
Anthropic blocks users for anything touching training larger models
Hacker News · 455 points
Shame on @DarioAmodei / Anthropic. I never distilled Claude—rollouts came from a strong open-source model; Claude just helped submit jobs and run analysis. Still got tagged for "training a competitor,…
HackerTube: YouTube built from videos recommended by HN
Hacker News 熱門 · 2287 points
Instead of YouTube, watch HackerTube!
Proving and Improving the Platonic Representation Hypothesis with JEPAs
alphaXiv · 154 likes
Whether models trained on different modalities converge to the same representation of the world is central to AI. The Platonic Representation Hypothesis (PRH) conjectures that they do as they scale, b…
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Sun, Nov 1
主題報導
- 【公民參與】德國Z世代34城示威 法蘭克福警方水砲驅散 — 中央社 國際
- 【全球政治】北韓官媒：制裁無法否定平壤當局核武國家地位 — 中央社 國際
- 【疫情與公共衛生】More than 5,000 die from Ebola in DR Congo's deadliest outbreak — BBC World
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 27 天） — 中選會行事曆
🇹🇼 台灣
早安世界》北市長首場辯論交鋒 蔣萬安、沈伯洋市政議題直球對決
中央社
台北市長首場電視辯論會10月31日登場。民進黨參選人沈伯洋和國民黨參選人台北市長蔣萬安首度正面交鋒，雙方在都市更新、市民大道廊道串聯、樹木保育、營養午餐、舉辦雙城論壇等議題直球對決。
🌍 World
'We came back from hell', say Ukrainians after years in Russia-occupied front-line city
BBC World
One evacuated couple says they crossed minefields in Oleshky in search of food.
US$6.3 billion is stolen from cryptocurrency exchange Binance.
Wikipedia
💻 Developer
AI isn't replacing SREs, it's deskilling them
Hacker News · 647 points
When AI handles 95% of your incident response, do you get worse at handling the 5% that actually matters?
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Sat, Oct 31
主題報導
- 【戰爭／衝突】Hundreds evacuated from Russian-occupied Oleshky during rare Ukraine ceasefire — BBC World
- 【公民參與】義大利全國大示威 數萬學生羅馬街頭呼喊「還我未來」 — 中央社 國際
🗳️ Civic
🇹🇼 台灣
台北市長辯論會今天中午登場，依主辦單位規劃包含政見申論、交叉詰問、媒體提問、結論共4階段，交叉詰問將加入追問機制，蔣萬安與沈伯洋首次交手將成外界關注焦點。
🌍 World
US approves sale of 500 Patriot missiles to Ukraine
BBC World
The American-made interceptors are the only effective weapon for downing Russia's ballistic missiles.
British actor Patrick Stewart dies at the age of 86.
Wikipedia
💻 Developer
Backdoor in Claude Code for VS Code extension on the Cursor Marketplace
Hacker News · 775 points
Phorion has detected a backdoor in the official Claude Code for VS Code extension bundle on the Cursor Marketplace that drops a persistent SSH backdoor across macOS, Linux, and Windows. This write-up…
Binance-hacker-1029 – $5.6B stolen from Binance
Hacker News 熱門 · 1727 points
thedotmack/claude-mem
GitHub Trending · 1,140 stars today
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Clau…
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Fri, Oct 30
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【戰爭／衝突】Russian drone attack on Ukrainian train station kills at least 14, officials say — BBC World
- 【全球政治】EU chief lays out vision for new Canada partnership at Montreal summit — BBC World
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 29 天） — 中選會行事曆
🇹🇼 台灣
美國樂見巴基斯坦恢復台灣航空使用其空域 反對北京脅迫行為
中央社
傳出巴基斯坦一度以「一中政策」為由拒絕台灣航空公司進出領空，之後又恢復。美國國務院今天表示，樂見巴基斯坦撤回拒絕台灣民航公司進入其空域的報導，並反對北京脅迫行為；商業航空的決定應基於安全而非北京的政治要求。
🌍 World
Israeli opposition accuses Netanyahu of trying to 'delegitimise' election
BBC World
The PM's Likud party has alleged foreign interference and said Arab-led parties "stole" the election after his coalition lost its majority.
In Jordan, a mass shooting at a church leaves nine people dead.
Wikipedia
💻 Developer
We're releasing the weights of Mistral Large 4
Hacker News · 1212 points
The weights of Mistral Large 4 (Le Chonk) are now open. A 1T parameter multimodal model, and best open-weight model for coding, trained in Europe.
Patrick Stewart has died
Hacker News 熱門 · 2440 points
ChronoReplay: One Answer Interface Is Not Enough for Streaming Spatial Intelligence
Hugging Face Papers · 414 upvotes
Training a spatial VLM to answer which side an object lies on does not require it to preserve the metric displacement that determines that answer, while supervision for a distance estimate may leave c…
HKUDS/DeepTutor
GitHub Trending · 1,930 stars today
DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Thu, Oct 29
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
🗳️ Civic
- 📅 115年地方公職人員選舉投票：11/28（還有 30 天） — 中選會行事曆
🇹🇼 台灣
檢調獲報，國民黨籍台北市議員陳重文疑在陽明山高檔餐廳招待飲宴，涉嫌違反選罷法。士林地檢署昨天指揮調查局搜索、約談陳重文等21人。檢察官今天凌晨諭令陳重文新台幣80萬元交保。
🌍 World
High-speed train crash kills at least 68 people in Spain
BBC World
The crash, between a moving train and another that was stopped further up the track, was caused by an "inexplicable" error, the transport minister said.
💻 Developer
Gemini 4 Carbon
Hacker News · 811 points
Gemini 4 Carbon is our strongest model with state-of-the-art cybersecurity and long horizon capabilities.
Ghostty 1.4
Hacker News 熱門 · 1301 points
Release notes for Ghostty 1.4.0, released on October 27, 2026.
The Exponential Time Hypothesis Is False
alphaXiv · 152 likes
We give a deterministic algorithm for exactly counting the satisfying assignments of an arbitrary k-CNF formula. For every fixed k ⩾ 2, on a formula with n variables and m clauses, our algorithm uses…
Trajectory2Gym: Decision-Grounded Compositional Interaction Synthesis for Tool-Use Agents
Hugging Face Papers · 367 upvotes
Successful tool-use trajectories are not necessarily useful supervision. Even successful interactions may underrepresent multi-step dependencies or contain actions that are unjustified by the informat…
JetBrains/thinkrail
GitHub Trending · 1,068 stars today
Vibe code with pi in a lightweight, real IDE that customises itself around the way you work — The Vibe You Need
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Wed, Oct 28
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【戰爭／衝突】Ceasefire extended across Ukraine's Kherson region, officials say — BBC World
- 【公民參與】巴西大選後政局動盪 傳小波索納洛遭限制出境仍潛逃出國 — 中央社 國際
🇹🇼 台灣
美AI晶片股勁揚，台積電ADR漲2.95%，台指期夜盤收46880點上漲774點，台積電期貨夜盤揚升42點收2438點。期貨法人指出，人工智慧巨擘Anthropic提交首次公開募股（IPO）申請，重燃市場對科技產業樂觀情緒，台股今天有機會收復季線約46282點。
🌍 World
Norway and Finland leaders hold rare call with Putin
BBC World
An end to the conflict in Ukraine "will not be achieved through silence," Finland's President Alexander Stubb said.
💻 Developer
GPT-6.1 Terra
Hacker News · 623 points
Three new discoveries in mathematics, computer science, and physics
Hacker News 熱門 · 1127 points
Kimi K3.1 Pro Tech Blog: Advancing Open Intelligence
alphaXiv · 158 likes
Moonshot AI's most capable 3T-class open-weight model, a post-trained Kimi K3 with a 1M-token context that approaches frontier proprietary models on coding, 3D creation, and finance, with cyber capabi…
elayadesign/ai-design-skills
GitHub Trending · 1,395 stars today
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Tue, Oct 27
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【颱風／颶風】颱風離台海巡加強警戒防潛逃 高雄永新漁港查獲洗錢通緝犯 — 公視新聞網
- 【公民參與】右翼盟友敗選 川普批巴西總統大選遭操縱 — 中央社 國際
🇹🇼 台灣
早安世界》「忘了我記得」獲金鐘6獎大贏家 莊凱勛奪影帝、楊貴媚封后
中央社
第61屆金鐘獎戲劇類頒獎典禮26日舉行，由劉若英執導的「忘了我記得」抱回6個獎項成為大贏家；「我們與惡的距離II」摘下壓軸大獎、戲劇節目獎，楊貴媚再度封后，莊凱勛以「都市開基祖」奪金鐘影帝。
🌍 World
Lula wins fourth term in dramatic Brazil election comeback
BBC World
The left-wing incumbent president had lost the first round to right-wing challenger Flávio Bolsonaro.
💻 Developer
Anthropic S-1
Hacker News · 1470 points
Agentic World Action Models
alphaXiv · 188 likes
Recent world action models provide visual foresight and future prediction for robot manipulation, but lack explicit mechanisms for compositional skill reuse. Agentic robotics combines code-based plann…
Nutlope/hallmark
GitHub Trending · 2,244 stars today
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Mon, Oct 26
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【颱風／颶風】颱風薔琵遠離 何欣純江啟臣趕場為市議員參選人站台 — 中央社 政治
- 【公民參與】Who are the candidates in Brazil's presidential election? — BBC World
🇹🇼 台灣
早安世界》卓榮泰宜蘭勘災 要求農損補助從優從速從寬3天核撥
中央社
颱風薔琵遠離，行政院長卓榮泰25日前往宜蘭縣視察農損表示，農業部第一時間針對各縣市損害情形加開審定會議，目前累積農損達新台幣1億4000餘萬元，最大宗在雲林縣，光是雲林就超過1億元，已要求農業部從優、從速、從寬，收件3天內就要核撥補助。
🌍 World
Serbia's veteran ruler Vučić concedes election to student-led protest movement
BBC World
The populist right-wing leader of 12 years says it is "clear" his party has lost the vote billed as a referendum on the country's future.
💻 Developer
America has lost 200k of jobs in media, film and the arts. How much is AI?
Hacker News · 503 points
America is Losing Hundreds of Thousands of Jobs in Media, Film & the Arts. How Much is AI to Blame?
A Fix for Softmax and Cross-Entropy
alphaXiv · 211 likes
Standard implementations of softmax, log-softmax, and cross-entropy have two numerical bugs. The first bug, Softmax Collapse, rounds the target logit's gradient to zero if that one logit is much large…
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Sun, Oct 25
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【颱風／颶風】颱風薔琵遠離 藍綠籲政府啟動農損評估紓困 — 中央社 政治
- 【公民參與】Fireworks and tear gas as protesters and riot police clash in Paris — BBC World
- 【重大災難與事故】約旦教堂喪禮期間傳槍擊釀7死 3凶嫌仍在逃、警方定調恐攻 — 公視新聞網
🇹🇼 台灣
早安世界》颱風薔琵釀全台1死616傷 多處路樹倒塌、招牌掉落
中央社
颱風薔琵24日掠過台灣，在宜蘭外海打轉一圈後北上，海上陸上颱風警報於24日晚間8時30分解除。中央災害應變中心24日下午表示，累計造成1人死亡、616人受傷，以擦挫傷等輕傷居多，486人已出院。
🌍 World
Almost 1,000 arrested as clashes follow another day of mass protests across France
BBC World
Officials have so far managed to avoid a repeat of last weekend's rioting and looting as hundreds of thousands took part in demonstrations.
💻 Developer
No signs of AI payoff outside the tech sector
Hacker News · 453 points
Despite massive investments and widespread hype around artificial intelligence, the technology has delivered zero financial payoff to corporate America outside of tech. Subscribe for daily updates.
Today, we hacked what we'd set out to hack: the iPhone
Hacker News 熱門 · 1072 points
Today, we hacked what we'd set out to hack: the iPhone.
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
📰 Sat, Oct 24 🚨
主題：2026 Ethiopian offensive · 伊朗戰爭 · 俄烏戰爭 · 2026年也門攻勢
主題報導
- 【戰爭／衝突】White House says Melania Trump brokered truce for Ukraine city 'on brink of disaster' — BBC World
- 【颱風／颶風】颱風薔琵來襲 國軍各作戰區預置兵力強化災防應變 — 中央社 政治
- 【公民參與】巴黎群眾24日再次示威 商家釘木板或歇業自保 — 中央社 國際
🚨 Alerts
- 10/24 08:30 發布海上陸上颱風警報 — 中央氣象署
🇹🇼 台灣
氣象署今天表示，颱風薔琵過去3小時強度稍減弱且暴風圈縮小，預計今天上午雨勢將較清晨緩和，儘管颱風影響最嚴重時間已經過去，但仍須留意台灣附近海面風浪仍強勁。
🌍 World
Deadly shooting near Paris is a 'racist terrorist attack', Macron says
BBC World
One person is killed and five wounded in a series of attacks. The suspected gunman has been apprehended.
Two high-impact security vulnerabilities in PHP cause disruptions to many online services.
Wikipedia
💻 Developer
Every AI model has the same "controversial" take on humans
Hacker News · 614 points
We asked 13 AI models for their most controversial opinion of humans, three times each. 32 of 38 answers were the same one: we care more about belonging than about the truth.
Quad9 to exit France
Hacker News 熱門 · 1338 points
A public and free DNS service for a better security and privacy
SuperMimic: Scaling Humanoid Whole-Body Control with One Differentiable World Model
alphaXiv · 181 likes
Tracking large human-motion datasets has become the dominant route to general, expressive humanoid whole-body control, but scaling across many motions is expensive. Current pipelines use model-free re…
StreamEval: Evaluating Interactive Streaming Video Generation Models
Hugging Face Papers · 431 upvotes
As streaming video generation advances, enabling real-time interaction with generated video is becoming increasingly important. We introduce StreamEval, a unified benchmark for interactive streaming v…
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor
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駐英副代表江雅綺出席大林肯郡論壇 推科技經貿合作
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（中央社記者陳韻聿倫敦22日專電）英格蘭東部大林肯郡（Greater Lincolnshire）與台南市締結姊妹市，創台灣與英國地方交流史首例。大林肯郡21日舉行年度「大林肯郡博覽會」，駐英國副代表江雅綺出席論壇與談，推廣雙邊科技與經貿合作。
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Hospitals deliberately targeted by Sudan's RSF fighters, BBC investigation finds
BBC World
The UN human rights chief Volker Türk says the multiple attacks may amount to war crimes.
💻 Developer
Claude Duet
Hacker News · 547 points
Claude Duet is a personal AI agent you message. It handles your inbox, calendar and follow-ups and messages you when something needs you. Join the waitlist.
PHP 8.2.35
Hacker News 熱門 · 1078 points
The PHP development team announces the immediate availability of PHP 8.2.35. This is a security release fixing two critical vulnerabilities (CVE-2026-109618, CVE-2026-109619) that can allow unauthe...
📊 Data: Epoch AI · Our World in Data · 中選會選舉資料庫 · World Monitor