{"schema":"hottub-news/list/v1","item_schema":"hottub-news/item/v1","count":40,"sponsored":0,"items":[{"id":"n_fxkjnnywxis2o6d3rkra","seq":1479059,"kind":"article","title":"Cloudflare เปิดตัว Clef โมเดลช่วยตัดสินใจแบบ Jev พัฒนาจาก Qwen","url":"https://www.blognone.com/node/151807","summary":"Cloudflare เปิดตัว Clef โมเดลช่วยตัดสินใจแบบ Jev พัฒนาจาก Qwen Body Cloudflare เปิดตัว Clef โมเดลปัญญาประดิษฐ์ช่วยตัดสินใจแบบเดียวกับ Jev ที่เปิดตัวมาเมื่อกลางเดือนกันยายนที่ผ่านมา แต่พัฒนาจาก Qwen เป็นโมเดลแกนกลางแทน Clef รุ่นปกติใช้ Qwen3.8-27B และ Clef-flash สร้างจาก Qwen3.5-9B แต่รันเฉพาะช่วง prefill เท่านั้น ไม่รัน decode เหมือนการรัน LLM ปกติ แต่ส่วนเอาท์พุตจะมีตัวเลือกตาม schema ที่กำหนดเท่านั้น Clef มีความสามารถตัดสินใจระดับเดียวกับ Jev แพ้เพียงการทดสอบ agent trace…","published":"2026-10-03T04:18:44Z","seen":"2026-10-03T05:18:20Z","lang":"en","country":"TH","source":{"id":"kite-blognone-com-1ddb9b","name":"blognone.com","domain":"blognone.com"},"via":"kite-blognone-com-1ddb9b","authors":["lew"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"},{"id":"Q202663","name":"Wyclef Jean","type":"other"},{"id":"Q141523709","name":"Jev","type":"other"},{"id":"Q130234299","name":"Qwen","type":"other"}],"story":"st_itf6vp4jla3raactcwcq","category":"science-technology","category_p":0.82,"sentiment":"neutral","tone":0.1,"political":0.13},{"id":"n_gls53f4zu4xe3ncazpga","seq":1475464,"kind":"article","title":"Cloudflare推Clef模型 AI Agent可自主決策無需人類介入","title_en":"Cloudflare launches Clef model, AI agent can make decisions autonomously without human intervention","url":"https://tw.stock.yahoo.com/news/cloudflare%E6%8E%A8clef%E6%A8%A1%E5%9E%8B-ai-agent%E5%8F%AF%E8%87%AA%E4%B8%BB%E6%B1%BA%E7%AD%96%E7%84%A1%E9%9C%80%E4%BA%BA%E9%A1%9E%E4%BB%8B%E5%85%A5-035036894.html","summary":"圖／示意圖商傳媒｜葉安庭／綜合外電報導網際網路服務公司Cloudflare近期推出兩款全新的決策模型（decision models）Clef與Clef-flash，目標是讓人工智慧（AI）Agent能夠自主運作，在特定任務中不再需要人類介入。這項創新被視為AI自動化領域的一大突破，可望大幅提升企業營運效率。 傳統的大型語言模型（LLM）通常以生成長篇文本為主，但Cloudflare的Clef模型則專注於判斷預設選項的機率，而非生成文字。這表示AI Agent可以根據這些機率結果，自動執行後續動作，例如將客戶服務請求分配至適當...","published":"2026-10-03T03:50:36Z","seen":"2026-10-03T04:39:09Z","lang":"zh","country":"TW","source":{"id":"kite-tw-news-yahoo-com-ae7227","name":"tw.news.yahoo.com","domain":"tw.news.yahoo.com"},"via":"kite-tw-news-yahoo-com-ae7227","entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_gls53f4zu4xe3ncazpga","category":"science-technology","category_p":0.94,"sentiment":"neutral","tone":0.11,"political":0.13},{"id":"n_radifje4ifhv24zew7dq","seq":1381742,"kind":"article","title":"Cloudflare Is Building a Free Public CA to Rival Let’s Encrypt","url":"https://lxer.com/module/newswire/ext_link.php?rid=367893","summary":"Cloudflare is building a free, public Certificate Authority with ACME support to add more choice and resilience to the TLS ecosystem.","published":"2026-10-02T16:00:06Z","seen":"2026-10-02T16:00:06Z","lang":"en","source":{"id":"kite-lxer-com-0a4999","name":"lxer.com","domain":"lxer.com","outlet":{"wikidata":"Q132659075","name":"LXer","type":"website","designations":["news aggregator","website"]}},"via":"kite-lxer-com-0a4999","topics":["linux-oss"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_nfmcbvb5wxh6zq2goilq","category":"science-technology","category_p":0.92,"sentiment":"neutral","tone":0.12,"political":0.35},{"id":"n_uis5owmu4r6pl5d2zgoa","seq":1329432,"kind":"press_release","title":"Cloudflare lanza Basin, una plataforma de datos más abierta y accesible para desarrolladores","url":"http://www.businesswire.com/news/home/20261001987431/es?feedref=JjAwJuNHiystnCoBq_hl-V2wqxRmnpgZtOypyHtjMYiqcp-o_pnudlUwsb5apQ1S4gUE65BTfjH3-pSuqdv0gW3cb3F4oTIgUqCPafFkgu4s9L7CzgBlYMXxVoyWhzlQ","summary":"SAN FRANCISCO--(BUSINESS WIRE)--Cloudflare, Inc. (NYSE: NET), la compañía líder en conectividad cloud, anunció hoy Cloudflare Basin, una plataforma de datos que ofrece a desarrolladores y empresas una forma más simple y asequible de diseñar aplicaciones alimentadas con sus propios datos. Basada en Apache Iceberg y Cloudflare R2, Basin ofrece a los equipos una manera abierta y sin servidor de ingerir, almacenar, catalogar y consultar datos en las herramientas que ya utilizan.…","published":"2026-10-02T10:48:00Z","seen":"2026-10-02T11:33:14Z","lang":"en","source":{"id":"business-wire","name":"Business Wire","domain":"businesswire.com","outlet":{"wikidata":"Q636192","name":"Q636192","type":"website","country":"US","designations":["business","information resource","website"]}},"via":"business-wire","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://mms.businesswire.com/media/20261001987431/es/2919229/21/cflogo.jpg","story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.94,"sentiment":"neutral","tone":0.32,"political":0.07},{"id":"n_mj74fpyjxry3lwngdaoa","seq":1329431,"kind":"press_release","title":"Cloudflare führt „Basin“ ein: Eine offenere und leichter zugängliche Datenplattform für Entwickler","url":"http://www.businesswire.com/news/home/20261001605121/de?feedref=JjAwJuNHiystnCoBq_hl-V2wqxRmnpgZtOypyHtjMYiqcp-o_pnudlUwsb5apQ1S4gUE65BTfjH3-pSuqdv0gW3cb3F4oTIgUqCPafFkgu4s9L7CzgBlYMXxVoyWhzlQ","summary":"SAN FRANCISCO--(BUSINESS WIRE)--Cloudflare, Inc. (NYSE: NET), das führende Unternehmen im Bereich der Konnektivitäts-Cloud, hat heute Cloudflare Basin vorgestellt, eine Datenplattform, die Entwicklern und Unternehmen eine einfachere und kostengünstigere Möglichkeit bietet, Anwendungen auf der Grundlage ihrer eigenen Daten zu entwickeln. Basin basiert auf Apache Iceberg und Cloudflare R2 und bietet Teams eine offene, serverlose Möglichkeit, Analysedaten über die von ihnen…","published":"2026-10-02T10:48:00Z","seen":"2026-10-02T11:33:14Z","lang":"en","source":{"id":"business-wire","name":"Business Wire","domain":"businesswire.com","outlet":{"wikidata":"Q636192","name":"Q636192","type":"website","country":"US","designations":["business","information resource","website"]}},"via":"business-wire","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://mms.businesswire.com/media/20261001605121/de/2919229/21/cflogo.jpg","story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.94,"sentiment":"neutral","tone":0.2,"political":0.1},{"id":"n_lchkirmoioyoooz3jo7a","seq":1288712,"kind":"press_release","title":"Cloudflare、開発者向けのオープンなデータ分析基盤「Basin」を発表","title_en":"Cloudflare Announces 'Basin', an Open Data Analysis Platform for Developers","url":"https://prtimes.jp/main/html/rd/p/000000123.000061678.html","summary":"[Cloudflare] （2026年10月1日 本国発表） 誰もが接続しやすいコネクティビティクラウドのリーディングカンパニーであるCloudflare（クラウドフレア）は、開発者や企業が自社のデータを活用したアプリケーションを、よりシンプ...","published":"2026-10-02T07:00:56Z","seen":"2026-10-02T07:27:15Z","lang":"ja","country":"JP","source":{"id":"prtimes-jp","name":"PR TIMES (Japan)","domain":"prtimes.jp","outlet":{"wikidata":"Q118038380","name":"PR TIMES","type":"other","country":"JP","designations":["communications media"]}},"via":"prtimes-jp","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.94,"sentiment":"neutral","tone":0.05,"political":0.06},{"id":"n_bkwibs6qefsf263hp35q","seq":1244438,"kind":"article","title":"Cloudflare launches Basin for serverless analytics","url":"https://itbrief.co.nz/story/cloudflare-launches-basin-for-serverless-analytics","published":"2026-10-02T00:45:00Z","seen":"2026-10-02T01:31:11Z","lang":"en","country":"NZ","source":{"id":"itbrief.co.nz","name":"itbrief.co.nz","domain":"itbrief.co.nz"},"via":"gdelt-gkg-english","topics":["economy"],"authors":["Joseph Gabriel Lagonsin"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.89,"sentiment":"neutral","tone":0.05,"political":0.1},{"id":"n_dmcpx3zhlaldzw46p3rq","seq":1227880,"kind":"community","title":"Cloudflare Tries to Outplay Jev With Open-Weight Clef Models","url":"https://tech.slashdot.org/story/26/10/01/2110250/cloudflare-tries-to-outplay-jev-with-open-weight-clef-models","summary":"Cloudflare has launched two open-weight decision models, Clef and Clef-flash, designed for structured yes/no, multiple-choice, and ranking tasks while also supporting images, video, and up to a 64K context window. Cloudflare says its models outperform TypeSafe's Jev on several benchmarks and can run locally from Hugging Face. The Register reports: For starters, Clef has an LLM backbone. According to Cloudflare, Clef uses specially post-trained, frozen versions of Qwen3.8-27B…","published":"2026-10-01T22:00:00Z","seen":"2026-10-01T22:27:56Z","lang":"en","source":{"id":"slashdot","name":"Slashdot","domain":"slashdot.org","outlet":{"wikidata":"Q59083","name":"Slashdot","type":"website","designations":["social news website","website"]}},"via":"slashdot","topics":["technology"],"authors":["BeauHD"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"},{"id":"Q141523709","name":"Jev","type":"person"}],"story":"st_buikehllrqqoauoj6ohq","category":"science-technology","category_p":0.46,"sentiment":"neutral","tone":-0.22,"political":0.13},{"id":"n_ydzxcaynqxlrr7t3ci2q","seq":1217123,"kind":"article","title":"Cloudflare plans to become Public Certificate Authority for post-Quantum web","url":"https://tradearabia.com/News/487356/Cloudflare-plans-to-become-Public-Certificate-Authority-for-post-Quantum-web/IT","published":"2026-10-01T20:57:14Z","seen":"2026-10-01T20:57:14Z","lang":"en","source":{"id":"tradearabia.com","name":"tradearabia.com","domain":"tradearabia.com"},"via":"gdelt-gkg-english","topics":["economy","health"],"authors":["DUBAI"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_gvff5ku2nhr2zbjkdl7q","category":"science-technology","category_p":0.78,"sentiment":"neutral","tone":0.22,"political":0.5},{"id":"n_vtzvi2lynatleafv2akq","seq":1185859,"kind":"article","title":"UAE Business: Cloudflare plans to become Public Certificate Authority for post-Quantum web","url":"https://www.gdnonline.com/Details/1408297","published":"2026-10-01T17:45:00Z","seen":"2026-10-01T17:46:06Z","lang":"en","source":{"id":"gdnonline.com","name":"gdnonline.com","domain":"gdnonline.com"},"via":"gdelt-gkg-english","topics":["economy","health"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"},{"id":"Q878","name":"United Arab Emirates","type":"place"}],"story":"st_gvff5ku2nhr2zbjkdl7q","category":"economy-business","category_p":0.53,"category2":"science-technology","sentiment":"neutral","tone":0.24,"political":0.31},{"id":"n_nxzzdrttadqih3y3jp5q","seq":1143838,"kind":"press_release","title":"Cloudflare Launches Basin: A More Open and Accessible Data Platform for Developers","url":"http://www.businesswire.com/news/home/20261001450315/en/Cloudflare-Launches-Basin-A-More-Open-and-Accessible-Data-Platform-for-Developers?feedref=JjAwJuNHiystnCoBq_hl-V2wqxRmnpgZtOypyHtjMYiqcp-o_pnudlUwsb5apQ1S4gUE65BTfjH3-pSuqdv0gW3cb3F4oTIgUqCPafFkgu4s9L7CzgBlYMXxVoyWhzlQ","summary":"SAN FRANCISCO--(BUSINESS WIRE)--Cloudflare, Inc. (NYSE: NET), the leading connectivity cloud company, today announced Cloudflare Basin, a data platform that gives developers and enterprises a simpler, more affordable way to build applications powered by their own data. Built on Apache Iceberg and Cloudflare R2, Basin gives teams an open, serverless way to ingest, store, catalog and query analytical data across the tools they already use. Sophisticated data analytics has long…","published":"2026-10-01T13:00:00Z","seen":"2026-10-01T13:21:09Z","lang":"en","source":{"id":"business-wire","name":"Business Wire","domain":"businesswire.com","outlet":{"wikidata":"Q636192","name":"Q636192","type":"website","country":"US","designations":["business","information resource","website"]}},"via":"business-wire","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://mms.businesswire.com/media/20261001450315/en/2919229/21/cflogo.jpg","story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.95,"sentiment":"neutral","tone":0.32,"political":0.07},{"id":"n_cp5e5s3h5eiobzohtarq","seq":1141203,"kind":"article","title":"Introducing Cloudflare Basin: an open, serverless data platform, now generally available","url":"https://blog.cloudflare.com/cloudflare-basin","summary":"Cloudflare Basin is built on Apache Iceberg and R2 Object Storage. With general availability, developers can ingest, manage, and query large datasets at scale without paying data egress fees.","published":"2026-10-01T12:58:00Z","seen":"2026-10-01T13:02:39Z","lang":"en","source":{"id":"kite-blog-cloudflare-com-541568","name":"blog.cloudflare.com","domain":"blog.cloudflare.com","outlet":{"wikidata":"Q113653785","name":"The Cloudflare Blog","type":"website","designations":["blog"]}},"via":"kite-blog-cloudflare-com-541568","topics":["cloud-computing","birthday week","data platform","developers","product news","r2","sql"],"authors":["Marc Selwan","Micah Wylde"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://blog.cloudflare.com/_emdash/api/media/file/01M3TBHN0F85Z2NSDVC4T3HF05.png","story":"st_cp5e5s3h5eiobzohtarq","category":"science-technology","category_p":0.91,"sentiment":"neutral","tone":0.21,"political":0.08},{"id":"n_3d7r27wpzs45cjzdmnmq","seq":1045327,"kind":"article","title":"Cloudflare Announces Public Certificate Authority for the Post-Quantum Web","url":"https://itwire.com/guest-articles/company-news/cloudflare-announces-public-certificate-authority-for-the-post-quantum-web","published":"2026-10-01T00:31:00Z","seen":"2026-10-01T03:38:32Z","lang":"en","source":{"id":"itwire.com","name":"itwire.com","domain":"itwire.com"},"via":"gdelt-gkg-english","topics":["economy","health"],"authors":["Cloudflare"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_gvff5ku2nhr2zbjkdl7q","category":"science-technology","category_p":0.83,"sentiment":"neutral","tone":0.24,"political":0.37},{"id":"n_777deiw2thcwx63ncdea","seq":939405,"kind":"press_release","title":"Cloudflare kündigt eine öffentliche Zertifizierungsstelle für das Postquanten-Web an","url":"http://www.businesswire.com/news/home/20260929944286/de?feedref=JjAwJuNHiystnCoBq_hl-V2wqxRmnpgZtOypyHtjMYiqcp-o_pnudlUwsb5apQ1S4gUE65BTfjH3-pSuqdv0gW3cb3F4oTIgUqCPafFkgu4s9L7CzgBlYMXxVoyWhzlQ","summary":"SAN FRANCISCO--(BUSINESS WIRE)--Cloudflare, Inc. (NYSE: NET), das führende Cloud-Unternehmen im Bereich Konnektivität, gab heute seine Absicht bekannt, eine öffentliche Zertifizierungsstelle (CA) zu werden – ein offener Dienst, der die digitalen Zertifikate ausstellt, die Websites benötigen, um den Datenverkehr zu verschlüsseln und ihre Identität gegenüber Besuchern nachzuweisen. Die neue CA wird sowohl herkömmliche Verschlüsselung als auch die Merkle-Tree-Zertifikate (MTCs)…","published":"2026-09-30T15:01:00Z","seen":"2026-09-30T15:31:38Z","lang":"en","source":{"id":"business-wire","name":"Business Wire","domain":"businesswire.com","outlet":{"wikidata":"Q636192","name":"Q636192","type":"website","country":"US","designations":["business","information resource","website"]}},"via":"business-wire","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://mms.businesswire.com/media/20260929944286/de/738100/21/cf-logo-h-rgb.jpg","story":"st_gvff5ku2nhr2zbjkdl7q","category":"science-technology","category_p":0.75,"sentiment":"neutral","tone":0.22,"political":0.29},{"id":"n_bqy6gxrse7wkbphkaoiq","seq":939404,"kind":"press_release","title":"Cloudflare anuncia una autoridad de certificación pública para la web poscuántica","url":"http://www.businesswire.com/news/home/20260929262764/es?feedref=JjAwJuNHiystnCoBq_hl-V2wqxRmnpgZtOypyHtjMYiqcp-o_pnudlUwsb5apQ1S4gUE65BTfjH3-pSuqdv0gW3cb3F4oTIgUqCPafFkgu4s9L7CzgBlYMXxVoyWhzlQ","summary":"SAN FRANCISCO--(BUSINESS WIRE)--Cloudflare, Inc. (NYSE: NET), la empresa líder en plataforma de conectividad en la nube, ha anunciado hoy su intención de convertirse en una autoridad de certificación (CA) pública, un servicio abierto que emite los certificados digitales que los sitios web necesitan para cifrar el tráfico y acreditar su identidad ante los usuarios. La nueva CA será compatible tanto con el cifrado tradicional como con los certificados Merkle Tree (MTC) de…","published":"2026-09-30T15:01:00Z","seen":"2026-09-30T15:31:38Z","lang":"en","source":{"id":"business-wire","name":"Business Wire","domain":"businesswire.com","outlet":{"wikidata":"Q636192","name":"Q636192","type":"website","country":"US","designations":["business","information resource","website"]}},"via":"business-wire","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://mms.businesswire.com/media/20260929262764/es/738100/21/cf-logo-h-rgb.jpg","story":"st_gvff5ku2nhr2zbjkdl7q","category":"science-technology","category_p":0.86,"sentiment":"neutral","tone":0.12,"political":0.35},{"id":"n_4a4haqhzucg47of7djia","seq":890198,"kind":"article","title":"Cloudflare plans to issue quantum-safe TLS certificates","url":"https://arstechnica.com/security/2026/09/cloudflare-plans-to-issue-quantum-safe-tls-certificates","summary":"The move will be part of a major overhaul of the ecosystem for website authentication.","published":"2026-09-30T11:15:14Z","seen":"2026-09-30T11:35:37Z","lang":"en","source":{"id":"kite-arstechnica-com-2ec921","name":"arstechnica.com","domain":"arstechnica.com","outlet":{"wikidata":"Q584152","name":"Ars Technica","type":"website","designations":["news website"]}},"via":"kite-arstechnica-com-2ec921","topics":["smart-home","biz & it","security","cryptography","post-quantum encryption","quantum computing"],"authors":["Dan Goodin"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"image":"https://cdn.arstechnica.net/wp-content/uploads/2025/06/https-500x500-1772240635.jpg","mentions":4,"story":"st_njsc2pigjlbmaj2enpha","category":"science-technology","category_p":0.72,"sentiment":"neutral","tone":0.16,"political":0.37},{"id":"n_cvabgxop2wk247bpbuwa","seq":861008,"kind":"press_release","title":"Cloudflare、耐量子時代のウェブに向けたパブリック認証局の設立を発表","title_en":"Cloudflare announces the establishment of a public certification authority for the post-quantum era web","url":"https://prtimes.jp/main/html/rd/p/000000122.000061678.html","summary":"[Cloudflare] （2026年 9月 29日 本国発表） 誰もが接続しやすいコネクティビティクラウドのリーディングカンパニーであるCloudflare（クラウドフレア）は、パブリック認証局（CA）を設立する計画を発表しました。パブリック認...","published":"2026-09-30T08:40:43Z","seen":"2026-09-30T08:45:38Z","lang":"ja","country":"JP","source":{"id":"prtimes-jp","name":"PR TIMES (Japan)","domain":"prtimes.jp","outlet":{"wikidata":"Q118038380","name":"PR TIMES","type":"other","country":"JP","designations":["communications media"]}},"via":"prtimes-jp","topics":["business"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"}],"story":"st_cvabgxop2wk247bpbuwa","category":"science-technology","category_p":0.88,"sentiment":"positive","tone":0.35,"political":0.32},{"id":"n_cppc4cd3la3tfytiqila","seq":812979,"kind":"article","title":"Post-quantum website certificates from Cloudflare are scheduled for early 2027","url":"https://www.helpnetsecurity.com/2026/09/30/cloudflare-certificate-authority-2027","summary":"Cloudflare plans to become a public certificate authority (CA), an organization that issues the digital certificates websites use to encrypt traffic and prove who they are. The company said that its CA will issue conventional certificates and a post-quantum type called Merkle Tree Certificates (MTCs), with production MTC issuance scheduled for the first quarter of 2027. 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