# AI Qazaqstan > Қазақстандағы жасанды интеллект пен жоғары технологиялар туралы ақылды портал Curated index for AI agents and LLM crawlers ([llmstxt.org v2](https://llmstxt.org)). Article full text is available as markdown at `/{locale}/articles/{slug}.md` (rewrites to `/markdown`). ## Discovery - [Sitemap](http://195.133.66.236:3000/sitemap.xml) - [RSS feed (locale param)](http://195.133.66.236:3000/feed.xml?locale=en) - [Full text corpus](http://195.133.66.236:3000/llms-full.txt) - [This file](http://195.133.66.236:3000/llms.txt) ## Site sections ### қазақ (kk) - [Жаңалықтар](http://195.133.66.236:3000/kk/articles) - [Білім базасы](http://195.133.66.236:3000/kk/knowledge) - [Дайджестер](http://195.133.66.236:3000/kk/digests) - [Реестрлер](http://195.133.66.236:3000/kk/stats) - [Стартаптар](http://195.133.66.236:3000/kk/startups) - [Видео](http://195.133.66.236:3000/kk/videos) ### русском (ru) - [Новости](http://195.133.66.236:3000/ru/articles) - [База знаний](http://195.133.66.236:3000/ru/knowledge) - [Дайджесты](http://195.133.66.236:3000/ru/digests) - [Реестры](http://195.133.66.236:3000/ru/stats) - [Стартапы](http://195.133.66.236:3000/ru/startups) - [Видео](http://195.133.66.236:3000/ru/videos) ### English (en) - [News](http://195.133.66.236:3000/en/articles) - [Knowledge Base](http://195.133.66.236:3000/en/knowledge) - [Briefings](http://195.133.66.236:3000/en/digests) - [Registries](http://195.133.66.236:3000/en/stats) - [Startups](http://195.133.66.236:3000/en/startups) - [Videos](http://195.133.66.236:3000/en/videos) ### 中文 (zh) - [新闻](http://195.133.66.236:3000/zh/articles) - [知识库](http://195.133.66.236:3000/zh/knowledge) - [每周简报](http://195.133.66.236:3000/zh/digests) - [名录](http://195.133.66.236:3000/zh/stats) - [初创企业](http://195.133.66.236:3000/zh/startups) - [视频](http://195.133.66.236:3000/zh/videos) ## Recent articles (markdown) ### қазақ (kk) - [Ұлыбританияда AI роботы ревматоидты артрит диагнозын тездетуге көмектеседі](http://195.133.66.236:3000/kk/articles/v-velikobritanii-robot-s-ii-pomozhet-uskorit-diagnostiku-revmatoidnogo-a.md): Ұлыбританияда ревматоидты артритке күдікті науқастардың қолдары мен білектерін сканерлеуге арналған робот алғаш рет енгізілді. Технология емтихандарды тездетуге және дәрігерлерге ем қабылдаған күні ем тағайындауға мүмкіндік береді, деп хабарлайды Tech-news. Жүйе Корольдік госпитальда енгізілді... - [Anthropic тұрақты командаларсыз жұмыс істейтін жеке AI агенті Клод Дуэтті ұсынды](http://195.133.66.236:3000/kk/articles/anthropic-predstavila-claude-duet-personalnogo-ii-agenta-kotoryy-rabotae.md): ⚡️ Anthropic тұрақты командаларсыз жұмыс істейтін жеке AI агенті Клод Дуэтті ұсынды. Жаңа қызмет Claude Opus 5.5 негізінде құрастырылған және OpenAI және Grok Bot ұсынған Dots бәсекелесіне айналады. Дуэт бұлтта жұмыс істейді, браузер мен қосылған қолданбаларды пайдаланады және... - [Қазақтелеком отандық өндірушілерге қандай мүмкіндіктер ашады?](http://195.133.66.236:3000/kk/articles/kakie-vozmozhnosti-kazakhtelekom-otkryvaet-otechestvennym-proizvoditelya.md): Telecom Set дирекциясы сапаны бақылау, тауарларды цифрлық таңбалау, отандық өндірушілермен жұмыс істеу және сатып алуда AI енгізу туралы айтты. - [AI шағын бизнесті сатуды қалай өзгертеді](http://195.133.66.236:3000/kk/articles/kak-ai-menyaet-prodazhi-malogo-biznesa.md): Ең қызықты жағдайлар AI CRM CONF 2026 ауқымды конференциясында талқыланды - [Далаға аттанды: Қазақ миллиондаған ақша табу үшін Астананы 1000 шақырым артқа тастады](http://195.133.66.236:3000/kk/articles/catapulted-into-the-steppe-a-kazakh-leaves-astana-1-000-km-behind-to-mak.md): Мен классикалық мағынада қала тұрғынымын. Менің білімім заң, халықаралық құқық. Диқан, мал өсіруші болғанға дейін косметика шығаратын зауытты басқардым. Мен 30 жаста едім. Өмірімді қандай жұмысқа арнасам екен деп ойлана бастадым. Ал, барлығы… - [Social Impact: бүгін-ақ пайдалана алатын astanahub.com платформасындағы 5 мүмкіндік!](http://195.133.66.236:3000/kk/articles/social-impact-bugin-aq-paydalana-alatyn-astanahub-com-platformasyndagy-5.md): 💙 Social Impact: бүгін-ақ пайдалана алатын astanahub.com платформасындағы 5 мүмкіндік! Astana Hub экожүйесіне қатысушыларға қолжетімді 5 Social Impact белсенділігін жинадық: 📝 Тәжірибеңізбен бөлісіңіз — AI & Digital Bridge 2026-ға қатысуыңыз туралы astanahub.com платформасында… - [PHP сыни осалдықтары бүкіл әлем бойынша веб-сайттардың жаппай жабылуына әкелді. Қазір не белгілі?](http://195.133.66.236:3000/kk/articles/kriticheskie-uyazvimosti-php-priveli-k-massovomu-otklyucheniyu-saytov-po.md): 🔴 PHP-нің маңызды осалдықтары бүкіл әлем бойынша веб-сайттардың жаппай жабылуына әкелді. Қазір не белгілі? 21 қазанда бірнеше елдердегі мемлекеттік веб-сайттар, ауруханалар және басқа ұйымдар РНР тіліндегі екі қауіпті осалдыққа байланысты уақытша жұмысын тоқтатты. - [Жаңбырда сынақ жүргізу және жасанды интеллект курсы](http://195.133.66.236:3000/kk/articles/test-drayv-pod-dozhdem-i-kurs-na-iskusstvennyy-intellekt.md): Жаңбырда сынақ жүргізу және жасанды интеллект бойынша курс Kapital.kz - [Anthropic керемет қуатты Opus 5.5 негізіндегі Клод дуэтін шығару арқылы OpenAI Dots және Grok Bot-ты қабылдауға шешім қабылдады.](http://195.133.66.236:3000/kk/articles/anthropic-reshila-brosit-vyzov-openai-dots-i-grok-bot-vypustiv-claude-du.md): Anthropic керемет қуатты Opus 5.5 негізіндегі Клод дуэтін шығару арқылы OpenAI Dots және Grok Bot-ты қабылдауға шешім қабылдады. • Claude Pro жоспарында қол жетімді (Dots айына $100 ChatGPT Pro жазылымын қажет етеді). • Opus 5.5 жүйесінде жұмыс істейді, ол әлемдегі ең жақсы модель деп аталады. • бар… - [Forging More Tasks into Better Harnesses: Agentic Harness Evolution via Successive Scale Racing](http://195.133.66.236:3000/kk/articles/forging-more-tasks-into-better-harnesses-agentic-harness-evolution-via-s.md): arXiv:2610.28815v1 Announce Type: new Abstract: Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should intuitively improve performance, our preliminary… - [SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery](http://195.133.66.236:3000/kk/articles/specevo-speculative-evolution-with-large-language-models-for-cost-effici.md): arXiv:2610.28706v1 Announce Type: new Abstract: LLM-driven evolutionary search is a promising paradigm for scientific discovery, but existing methods remain costly and slow, often applying expensive reasoning uniformly while underusing evidence from failed, redundant, and… - [Ойындардағы масштабтау: әртүрлі виртуалды әлемдердегі агенттерге арналған алдын ала жаттығуларды жалғастыру](http://195.133.66.236:3000/kk/articles/scaling-in-games-continued-pre-training-for-embodied-agents-in-diverse-v.md): arXiv:2610.28698v1 Хабарландыру Түрі: жаңа Аннотация: Деректерді, әртүрлілікті және үлгі сыйымдылығын масштабтау әртүрлі тәжірибелер ортақ физикалық заңдарға негізделген физикалық орталарда нақтыланған оқытуды жақсартты. Бұл табыстар әртүрлі виртуалды әлемдерге тарай ма, жоқ па… ### русском (ru) - [В Великобритании робот с ИИ поможет ускорить диагностику ревматоидного артрита](http://195.133.66.236:3000/ru/articles/v-velikobritanii-robot-s-ii-pomozhet-uskorit-diagnostiku-revmatoidnogo-a.md): В Великобритании впервые внедрили робота для сканирования кистей и запястий пациентов с подозрением на ревматоидный артрит. Технология позволяет ускорить обследование и помочь врачам назначать лечение в день обращения, передает Tech-news. Систему внедрили в Королевской больнице… - [Anthropic представила Claude Duet — персонального ИИ-агента, который работает без постоянных команд](http://195.133.66.236:3000/ru/articles/anthropic-predstavila-claude-duet-personalnogo-ii-agenta-kotoryy-rabotae.md): ⚡️ Anthropic представила Claude Duet — персонального ИИ-агента, который работает без постоянных команд Новый сервис построен на базе Claude Opus 5.5 и станет конкурентом Dots от OpenAI и Grok Bot. Duet работает в облаке, использует браузер и подключённые приложения, выполняет… - [Какие возможности «Казахтелеком» открывает отечественным производителям](http://195.133.66.236:3000/ru/articles/kakie-vozmozhnosti-kazakhtelekom-otkryvaet-otechestvennym-proizvoditelya.md): В Дирекции «Телеком Комплект» рассказали о контроле качества, цифровой маркировке товаров, работе с отечественными производителями и внедрении ИИ в закупки - [Как AI меняет продажи малого бизнеса](http://195.133.66.236:3000/ru/articles/kak-ai-menyaet-prodazhi-malogo-biznesa.md): Самые интересные кейсы обсудили на масштабной конференции AI CRM CONF 2026 - [Катапультировался в степь: казах уехал из Астаны за 1000 км, чтобы заработать миллионы](http://195.133.66.236:3000/ru/articles/catapulted-into-the-steppe-a-kazakh-leaves-astana-1-000-km-behind-to-mak.md): Я горожанин в классическом понимании. Мое образование - юриспруденция, международное право. Прежде чем стать фермером и животноводом, я руководил заводом по производству косметики. Мне было 30 лет. Я начал думать о том, какому делу мне посвятить свою жизнь. Ну, все… - [Социальное влияние: 5 функций платформы astanahub.com, которые вы можете использовать уже сегодня!](http://195.133.66.236:3000/ru/articles/social-impact-bugin-aq-paydalana-alatyn-astanahub-com-platformasyndagy-5.md): 💙 Социальное влияние: 5 функций платформы astanahub.com, которые вы можете использовать уже сегодня! Мы собрали 5 мероприятий социального воздействия, доступных участникам экосистемы «Астана Хаб»: 📝 Поделитесь своим опытом — об участии в AI & Digital Bridge 2026 на платформе astanahub.com… - [Критические уязвимости PHP привели к массовому отключению сайтов по всему миру. Что известно сейчас?](http://195.133.66.236:3000/ru/articles/kriticheskie-uyazvimosti-php-priveli-k-massovomu-otklyucheniyu-saytov-po.md): 🔴 Критические уязвимости PHP привели к массовому отключению сайтов по всему миру. Что известно сейчас? 21 октября государственные сайты, ресурсы больниц и других организаций в нескольких странах временно прекратили работу из-за двух опасных уязвимостей в PHP — языке… - [Тест-драйв под дождем и курс на искусственный интеллект](http://195.133.66.236:3000/ru/articles/test-drayv-pod-dozhdem-i-kurs-na-iskusstvennyy-intellekt.md): Тест-драйв под дождем и курс на искусственный интеллект Kapital.kz - [Anthropic решила бросить вызов OpenAI Dots и Grok Bot, выпустив Claude Duet на базе невероятно мощной Opus 5.5.](http://195.133.66.236:3000/ru/articles/anthropic-reshila-brosit-vyzov-openai-dots-i-grok-bot-vypustiv-claude-du.md): Anthropic решила бросить вызов OpenAI Dots и Grok Bot, выпустив Claude Duet на базе невероятно мощной Opus 5.5. • Доступен на тарифе Claude Pro (для Dots нужна подписка ChatGPT Pro за $100 в месяц). • Работает на Opus 5.5, которую называют лучшей моделью в мире. • Имеет… - [Forging More Tasks into Better Harnesses: Agentic Harness Evolution via Successive Scale Racing](http://195.133.66.236:3000/ru/articles/forging-more-tasks-into-better-harnesses-agentic-harness-evolution-via-s.md): arXiv:2610.28815v1 Announce Type: new Abstract: Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should intuitively improve performance, our preliminary… - [SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery](http://195.133.66.236:3000/ru/articles/specevo-speculative-evolution-with-large-language-models-for-cost-effici.md): arXiv:2610.28706v1 Announce Type: new Abstract: LLM-driven evolutionary search is a promising paradigm for scientific discovery, but existing methods remain costly and slow, often applying expensive reasoning uniformly while underusing evidence from failed, redundant, and… - [Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds](http://195.133.66.236:3000/ru/articles/scaling-in-games-continued-pre-training-for-embodied-agents-in-diverse-v.md): arXiv:2610.28698v1 Announce Type: new Abstract: Scaling data, diversity and model capacity has improved embodied learning in physical environments, where diverse experiences remain grounded in shared physical laws. Whether these gains extend to virtual worlds with different… ### English (en) - [In the UK, an AI robot will help speed up the diagnosis of rheumatoid arthritis](http://195.133.66.236:3000/en/articles/v-velikobritanii-robot-s-ii-pomozhet-uskorit-diagnostiku-revmatoidnogo-a.md): In the UK, a robot has been introduced for the first time to scan the hands and wrists of patients with suspected rheumatoid arthritis. The technology makes it possible to speed up examinations and help doctors prescribe treatment on the day of treatment, Tech-news reports. The system was implemented at the Royal Hospital... - [Anthropic introduced Claude Duet, a personal AI agent that works without permanent commands](http://195.133.66.236:3000/en/articles/anthropic-predstavila-claude-duet-personalnogo-ii-agenta-kotoryy-rabotae.md): ⚡️ Anthropic introduced Claude Duet, a personal AI agent that works without permanent commands. The new service is built on the basis of Claude Opus 5.5 and will become a competitor to Dots from OpenAI and Grok Bot. Duet runs in the cloud, uses a browser and connected applications, and performs... - [What opportunities does Kazakhtelecom open to domestic producers?](http://195.133.66.236:3000/en/articles/kakie-vozmozhnosti-kazakhtelekom-otkryvaet-otechestvennym-proizvoditelya.md): The Telecom Set Directorate spoke about quality control, digital labeling of goods, working with domestic manufacturers and the introduction of AI in procurement - [How AI is changing small business sales](http://195.133.66.236:3000/en/articles/kak-ai-menyaet-prodazhi-malogo-biznesa.md): The most interesting cases were discussed at the large-scale conference AI CRM CONF 2026 - [Catapulted into the steppe: A Kazakh leaves Astana 1,000 km behind to make millions](http://195.133.66.236:3000/en/articles/catapulted-into-the-steppe-a-kazakh-leaves-astana-1-000-km-behind-to-mak.md): I am a city dweller in the classic sense. My background is in law, international law. Before becoming a farmer and livestock breeder, I ran a cosmetics manufacturing plant. I was 30 years old. I began to think about what kind of work I should dedicate my life to. Well, everyone… - [Social Impact: 5 features on the astanahub.com platform that you can use today!](http://195.133.66.236:3000/en/articles/social-impact-bugin-aq-paydalana-alatyn-astanahub-com-platformasyndagy-5.md): 💙 Social Impact: 5 features on the astanahub.com platform that you can use today! We have collected 5 Social Impact activities available to participants of the Astana Hub ecosystem: 📝 Share your experience — about your participation in AI & Digital Bridge 2026 on the astanahub.com platform… - [Critical PHP vulnerabilities have led to massive shutdowns of websites around the world. What is known now?](http://195.133.66.236:3000/en/articles/kriticheskie-uyazvimosti-php-priveli-k-massovomu-otklyucheniyu-saytov-po.md): 🔴 Critical PHP vulnerabilities have led to massive shutdowns of websites around the world. What is known now? On October 21, government websites, hospitals and other organizations in several countries temporarily stopped working due to two dangerous vulnerabilities in PHP, the language... - [Test drive in the rain and a course on artificial intelligence](http://195.133.66.236:3000/en/articles/test-drayv-pod-dozhdem-i-kurs-na-iskusstvennyy-intellekt.md): Test drive in the rain and a course on artificial intelligence Kapital.kz - [Anthropic decided to take on OpenAI Dots and Grok Bot by releasing Claude Duet based on the incredibly powerful Opus 5.5.](http://195.133.66.236:3000/en/articles/anthropic-reshila-brosit-vyzov-openai-dots-i-grok-bot-vypustiv-claude-du.md): Anthropic decided to take on OpenAI Dots and Grok Bot by releasing Claude Duet based on the incredibly powerful Opus 5.5. • Available on Claude Pro plan (Dots requires ChatGPT Pro subscription for $100 per month). • Runs on Opus 5.5, which is called the best model in the world. • Has… - [Forging More Tasks into Better Harnesses: Agentic Harness Evolution via Successive Scale Racing](http://195.133.66.236:3000/en/articles/forging-more-tasks-into-better-harnesses-agentic-harness-evolution-via-s.md): arXiv:2610.28815v1 Announce Type: new Abstract: Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should intuitively improve performance, our preliminary… - [SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery](http://195.133.66.236:3000/en/articles/specevo-speculative-evolution-with-large-language-models-for-cost-effici.md): arXiv:2610.28706v1 Announce Type: new Abstract: LLM-driven evolutionary search is a promising paradigm for scientific discovery, but existing methods remain costly and slow, often applying expensive reasoning uniformly while underusing evidence from failed, redundant, and… - [Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds](http://195.133.66.236:3000/en/articles/scaling-in-games-continued-pre-training-for-embodied-agents-in-diverse-v.md): arXiv:2610.28698v1 Announce Type: new Abstract: Scaling data, diversity and model capacity has improved embodied learning in physical environments, where diverse experiences remain grounded in shared physical laws. Whether these gains extend to virtual worlds with different… ### 中文 (zh) - [在英国，人工智能机器人将有助于加快类风湿关节炎的诊断速度](http://195.133.66.236:3000/zh/articles/v-velikobritanii-robot-s-ii-pomozhet-uskorit-diagnostiku-revmatoidnogo-a.md): 在英国，首次引入机器人来扫描疑似类风湿关节炎患者的手和手腕。据科技新闻报道，该技术可以加快检查速度并帮助医生在治疗当天制定治疗方案。该系统在皇家医院实施...... - [Anthropic 推出了 Claude Duet，一款无需永久命令即可工作的个人 AI 代理](http://195.133.66.236:3000/zh/articles/anthropic-predstavila-claude-duet-personalnogo-ii-agenta-kotoryy-rabotae.md): ⚡️ Anthropic 推出了 Claude Duet，这是一款无需永久命令即可工作的个人人工智能代理。新服务建立在Claude Opus 5.5的基础上，将成为OpenAI和Grok Bot的Dots的竞争对手。 Duet 在云中运行，使用浏览器和连接的应用程序，并执行... - [哈萨克斯坦电信为国内生产商提供了哪些机会？](http://195.133.66.236:3000/zh/articles/kakie-vozmozhnosti-kazakhtelekom-otkryvaet-otechestvennym-proizvoditelya.md): 电信设备理事会谈到了质量控制、商品数字标签、与国内制造商合作以及在采购中引入人工智能 - [人工智能如何改变小企业销售](http://195.133.66.236:3000/zh/articles/kak-ai-menyaet-prodazhi-malogo-biznesa.md): 最有趣的案例在大型会议AI CRM CONF 2026上讨论 - [跳入草原：一名哈萨克人离开阿斯塔纳 1000 公里，赚取数百万美元](http://195.133.66.236:3000/zh/articles/catapulted-into-the-steppe-a-kazakh-leaves-astana-1-000-km-behind-to-mak.md): 我是一个典型意义上的城市居民。我的背景是法律、国际法。在成为农民和牲畜饲养员之前，我经营过一家化妆品制造厂。那年我30岁了。我开始思考我应该把一生奉献给什么样的工作。好吧，大家…… - [社会影响：您现在就可以使用 astanahub.com 平台上的 5 个功能！](http://195.133.66.236:3000/zh/articles/social-impact-bugin-aq-paydalana-alatyn-astanahub-com-platformasyndagy-5.md): 💙 社会影响：您今天就可以使用 astanahub.com 平台上的 5 个功能！我们收集了 5 项可供 Astana Hub 生态系统参与者参与的社会影响活动： 📝 分享您的经验 — 关于您在 astanahub.com 平台上参与 AI & Digital Bridge 2026 的经历…… - [严重的 PHP 漏洞已导致世界各地的网站大规模关闭。现在已知什么？](http://195.133.66.236:3000/zh/articles/kriticheskie-uyazvimosti-php-priveli-k-massovomu-otklyucheniyu-saytov-po.md): 🔴 严重的 PHP 漏洞已导致世界各地的网站大规模关闭。现在已知什么？ 10 月 21 日，由于 PHP 语言的两个危险漏洞，多个国家的政府网站、医院和其他组织暂时停止工作... - [雨中试驾和人工智能课程](http://195.133.66.236:3000/zh/articles/test-drayv-pod-dozhdem-i-kurs-na-iskusstvennyy-intellekt.md): 雨中试驾和人工智能课程 Kapital.kz - [Anthropic 决定发布基于极其强大的 Opus 5.5 的 Claude Duet，来挑战 OpenAI Dots 和 Grok Bot。](http://195.133.66.236:3000/zh/articles/anthropic-reshila-brosit-vyzov-openai-dots-i-grok-bot-vypustiv-claude-du.md): Anthropic 决定发布基于极其强大的 Opus 5.5 的 Claude Duet，来挑战 OpenAI Dots 和 Grok Bot。 • 适用于Claude Pro 计划（Dots 需要每月支付100 美元订阅ChatGPT Pro）。 • 运行Opus 5.5，被称为世界上最好的型号。 • 有… - [Forging More Tasks into Better Harnesses: Agentic Harness Evolution via Successive Scale Racing](http://195.133.66.236:3000/zh/articles/forging-more-tasks-into-better-harnesses-agentic-harness-evolution-via-s.md): arXiv:2610.28815v1 Announce Type: new Abstract: Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should intuitively improve performance, our preliminary… - [SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery](http://195.133.66.236:3000/zh/articles/specevo-speculative-evolution-with-large-language-models-for-cost-effici.md): arXiv:2610.28706v1 Announce Type: new Abstract: LLM-driven evolutionary search is a promising paradigm for scientific discovery, but existing methods remain costly and slow, often applying expensive reasoning uniformly while underusing evidence from failed, redundant, and… - [Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds](http://195.133.66.236:3000/zh/articles/scaling-in-games-continued-pre-training-for-embodied-agents-in-diverse-v.md): arXiv:2610.28698v1 Announce Type: new Abstract: Scaling data, diversity and model capacity has improved embodied learning in physical environments, where diverse experiences remain grounded in shared physical laws. Whether these gains extend to virtual worlds with different…