Inside Kazakhstan’s push to become a regional AI centre深入了解哈萨克斯坦如何努力成为区域人工智能中心
Kazakhstan accelerates AI development but experts warn of impact on the environment and human rights.
![Valeria Tio, Astana Hub’s managing director, says AI is becoming a 'real social elevator' in Kazakhstan [Courtesy of Valeria Tio]](https://www.aljazeera.com/wp-content/uploads/2026/09/Valeria-Tio-Astana-Hubs-managing-director-Astana-1789989721.jpg?resize=770%2C513&quality=80)
Kazakhstan accelerates AI development but experts warn of impact on the environment and human rights.
Valeria Tio, Astana Hub’s managing director, says AI is becoming a 'real social elevator' in Kazakhstan [Courtesy of Valeria Tio]
A young woman in a sleek bun and a jacket with Kazakh patterns smiles from the screen at a directors’ meeting of Samruk-Kazyna, Kazakhstan’s sovereign wealth fund.
In late 2025, she became the company’s newest board member.
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But SKAI (or Samruk-Kazyna Artificial Intelligence) is not the first woman to join the all-male board: She is the first artificial intelligence programme with voting rights to support the company’s push for greater transparency and better governance.
In Kazakhstan, AI is the new talk of the town, and part of its new branding and modernisation agenda to improve public services, attract investment and diversify the economy beyond reliance on raw materials.
President Kassym-Jomart Tokayev declared 2026 the “Year of Digitalisation and Artificial Intelligence” to introduce advanced technologies in all sectors of the economy, develop skills, startups and Kazakh-language technologies.
In 2025, the government created a Ministry of Artificial Intelligence and Digital Development, and last month, it approved an action plan through 2029 that includes promoting AI literacy in schools and universities, digitalising healthcare, public services, tax collection and the energy sector.
In 2025, Kazakhstan became the second jurisdiction, after the European Union, to pass a law governing AI.
In the futuristic ball-shaped EXPO building in the capital Astana, a new AI museum invites visitors to wander through digital installations and robots, try AI models and immerse themselves in an otherworldly experience.
At the nearby Astana Hub, the largest innovation cluster in Central Asia, which runs the museum, hundreds of schoolchildren are taught programming, generative artificial intelligence, 3D animation, and motion design – for free. For adults, the “Tomorrow School” seeks to develop Kazakhstan’s brightest tech talents.
“We have students from 18 to over 50, coming from various backgrounds who at some point decided to change their profession and become IT workers,” Valeria Tio, Astana Hub’s managing director, told Al Jazeera. “The candidate selection is strict. Of the 25,000 applications that we have received, we took less than 2 percent of the most talented people.”
The candidates first play a logic and memory game to select those with the best potential. Then, during an intensive four-week course called the “Pool”, organisers select a student cohort to participate in training for two years.
While Kazakhstan’s AI push has made it a pioneer, it “is still far away from becoming a Silicon Valley, but it is becoming a regional AI centre”, said Yuri Misnik, chief technology officer at InDrive, a unicorn company actively training a new generation of IT specialists in Kazakhstan.
“Thanks to proximity to China, Kazakhstan can have the best of two worlds: The western innovation and insights from the east … Similar to what happened 15 years ago with digital transformation, the winners change the business, the processes, and the business models.”
‘A real social elevator’
Eighteen months into the Tomorrow School programme, the hub has trained 500 people. Some have secured jobs. This month, pools open in 12 Kazakh regions.
“A girl who worked as a barista in our cafeteria found work as a developer after one year of study. This is a real social elevator,” Tio said.
Astana Hub also has a startup incubator, which helps to create new teams, develop IT products, and sell them to other markets. They partner with hubs in Dubai, Shanghai, Malaysia and the United Kingdom and closely cooperate with the government. Thanks to that, their residents pay zero tax. One percent of their income goes towards the hub’s development.
Over eight years of operation, Astana Hub has helped to incubate Kazakhstan’s first unicorn company – a privately held startup valued at more than $1bn – named Higgsfield, a video-generating programme. By 2030, Tio said, the hub hopes to have five unicorns.
At the nearby Nazarbayev University, another company tries to break new ground. The Institute of Smart Systems and Artificial Intelligence was the first academic entity in Central Asia to operate a supercomputer .
In 2019, scientists realised that neither of the popular AI voice assistants at the time, such as Siri or Alexa, recognised the Kazakh language. The team decided to build its own national product.
When the coronavirus hit in 2020, researchers encouraged local Kazakh speakers and traditional toastmasters who were at home without work to record themselves reading texts using different emotions to train the new Kazakh model. It worked: In December 2024, the company launched its local answer to ChatGPT.
The MagniSoz model works with text and audio in 11 different languages. Oylan, an updated version, which translates from Kazakh into “Think!”, works with images, too, in English, Russian and Kazakh.
“It has deep-thinking, reasoning and web search functions,” said Yerbol Absalyamov, the institute’s executive director.
“To ensure protection of data, we decided to deploy it locally on our servers. It is available open source to all Kazakhstani people, including the government. Our work has two principles: First, AI for good, and second, AI for Kazakhstan.”
While ChatGPT today works in the Kazakh language, too, Absalyamov says a local large language model is still key. First, because the data it collects stays within the country and second, because it represents local culture, history and traditions.
“Our mindset might be different from the European or North American one, so while creating these models, we collect data that represents Kazakhstan, our people, culture, history and identity,” he said.
Concerns over human rights, power supply
But AI development is not without issues.
The decision to create large data centres in Kazakhstan, which require stable water and electricity supply, has raised concerns.
“Kazakhstan still imports power at peak times, and a large share of plants and grids are old. When it comes to the environment, the ministry said cooling will use immersion systems rather than water, but no assessment has yet been made public,” said Tlegen Kuandykov, programme coordinator at CAPS Unlock, a local think tank. “Whatever the engineering answer turns out to be, that transparency gap is a real policy failure.”
Another potential problem is the use – and potential misuse – of data.
“Human rights are a big issue. The new AI law contains protective language, but enforcement is not clear yet and it might not include serious public oversight. Biometric identification and facial recognition are being rolled out rapidly,” Kuandykov said.
哈萨克斯坦加快人工智能发展,但专家警告称这将对环境和人权造成影响。
阿斯塔纳中心总经理瓦莱里娅·蒂奥表示,人工智能正在成为哈萨克斯坦的“真正的社会电梯”。[图片由瓦莱里娅·蒂奥提供]
在哈萨克斯坦主权财富基金 Samruk-Kazyna 的董事会议上,一位梳着利落发髻、身穿哈萨克图案外套的年轻女子从屏幕上露出微笑。
2025 年末,她成为该公司最新的董事会成员。
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但 SKAI(或 Samruk-Kazyna 人工智能)并不是第一个加入全男性董事会的女性:她是第一个拥有投票权的人工智能程序,以支持公司推动提高透明度和改善治理。
在哈萨克斯坦,人工智能是人们热议的话题,也是其新的品牌建设和现代化议程的一部分,旨在改善公共服务、吸引投资并实现经济多元化,摆脱对原材料的依赖。
总统卡西姆-若马尔特·托卡耶夫宣布 2026 年为“数字化和人工智能年”,旨在将先进技术引入经济的各个领域,发展技能、初创企业和哈萨克语技术。
2025年,政府成立了人工智能和数字发展部。上个月,该部批准了一项到2029年的行动计划,其中包括在中小学和大学推广人工智能素养,以及实现医疗保健、公共服务、税收和能源领域的数字化。
2025年,哈萨克斯坦成为继欧盟之后第二个通过人工智能法律的司法管辖区。
在首都阿斯塔纳未来主义的球形世博会大楼里,一座新的人工智能博物馆邀请参观者漫步于数字装置和机器人之间,体验人工智能模型,沉浸在超凡脱俗的体验中。
在附近的阿斯塔纳创新中心(中亚最大的创新集群,也是这家博物馆的运营方),数百名小学生可以免费学习编程、生成式人工智能、3D动画和动态设计。而面向成年人的“明日学校”则致力于培养哈萨克斯坦最优秀的科技人才。
阿斯塔纳信息技术中心总经理瓦莱里娅·蒂奥告诉半岛电视台:“我们的学员年龄从18岁到50多岁不等,来自不同的背景,他们都在人生的某个阶段决定转行成为IT从业人员。候选人筛选非常严格。在我们收到的25000份申请中,我们只录取了不到2%的顶尖人才。”
候选人首先要参加一个逻辑和记忆力游戏,以选拔出最有潜力的人。然后,在为期四周的强化课程“人才库”中,组织者会选出一批学生参加为期两年的培训。
哈萨克斯坦大力发展人工智能,使其成为先驱,但“距离成为硅谷还很远,但它正在成为区域人工智能中心”,InDrive首席技术官尤里·米斯尼克说道。InDrive是一家独角兽公司,正在积极在哈萨克斯坦培养新一代IT专家。
“得益于与中国的地理位置接近,哈萨克斯坦可以兼得东西方优势:既有西方的创新,又有东方的洞见……就像15年前的数字化转型一样,赢家会改变业务、流程和商业模式。”
“真正的社交电梯”
“明日学校”项目启动18个月以来,该中心已培训了500人,其中一些人已找到工作。本月,哈萨克斯坦12个地区的游泳池将开放。
“我们食堂一位当咖啡师的女孩,经过一年的学习后,找到了开发人员的工作。这真是一次社会晋升的阶梯,”蒂奥说道。
阿斯塔纳创业中心还设有创业孵化器,帮助企业组建新团队、开发IT产品并将其推向其他市场。该中心与迪拜、上海、马来西亚和英国的创业中心建立了合作关系,并与政府保持密切合作。因此,中心居民无需缴纳任何税款。他们收入的1%将用于中心的发展。
阿斯塔纳孵化器运营八年来,已成功孵化出哈萨克斯坦首家独角兽企业——一家估值超过10亿美元的非上市公司Higgsfield,该公司开发了一款视频生成程序。Tio表示,该孵化器希望到2030年能拥有五家独角兽企业。
在附近的纳扎尔巴耶夫大学,另一家公司也在尝试开拓新领域。智能系统与人工智能研究所是中亚地区首个运行超级计算机的学术机构。
2019年,科学家们发现当时流行的AI语音助手,例如Siri或Alexa,都无法识别哈萨克语。于是,团队决定开发自己的国家级产品。
2020年新冠疫情爆发后,研究人员鼓励当地哈萨克语使用者和居家办公的传统演讲家录制自己用不同情绪朗读文本的视频,以此训练新的哈萨克语模型。结果证明,这一策略非常成功:2024年12月,该公司推出了本地化的ChatGPT版本。
MagniSoz 模型支持 11 种不同语言的文本和音频。其升级版 Oylan 可以将哈萨克语翻译成“思考!”,并且还支持英语、俄语和哈萨克语的图像。
“它具有深度思考、推理和网络搜索功能,”该研究所执行主任耶尔博尔·阿布萨利亚莫夫说。
“为了确保数据安全,我们决定将其部署在本地服务器上。它以开源形式向所有哈萨克斯坦人民开放,包括政府部门。我们的工作遵循两个原则:第一,人工智能造福人类;第二,人工智能造福哈萨克斯坦。”
虽然 ChatGPT 目前也支持哈萨克语,但 Absalyamov 表示,本地化的大型语言模型仍然至关重要。首先,因为该模型收集的数据会留在国内;其次,因为它能够反映当地的文化、历史和传统。
他说:“我们的思维方式可能与欧洲或北美不同,因此在创建这些模型时,我们会收集代表哈萨克斯坦、我们的人民、文化、历史和身份的数据。”
对人权和电力供应的担忧
但人工智能的发展并非一帆风顺。
在哈萨克斯坦建立大型数据中心的决定引发了人们的担忧,因为这些数据中心需要稳定的水和电供应。
“哈萨克斯坦在用电高峰期仍然依赖进口电力,而且大部分电厂和电网都比较老旧。在环境方面,能源部表示冷却系统将采用浸没式冷却系统而非水冷,但目前尚未公布任何评估结果,”当地智库CAPS Unlock的项目协调员特列根·昆迪科夫表示,“无论最终的工程解决方案是什么,这种信息不透明都是一项真正的政策失误。”
另一个潜在问题是数据的使用(以及潜在的滥用)。
“人权是一个大问题。新的人工智能法案包含保护性条款,但执行情况尚不明确,而且可能缺乏有效的公众监督。生物识别和面部识别技术正在迅速推广,”库安迪科夫说。