Large language models (LLMs) have excelled in numerous benchmarks, advancing AI applications in both linguistic and non-linguistic tasks. However, this has primarily benefited well-resourced languages, leaving less-resourced ones (LRLs) at a disadvantage. In this paper, we highlight the current state of the NLP field in the specific LRL: kyrgyz tili. Human evaluation, including annotated datasets created by native speakers, remains an irreplaceable component of reliable NLP performance, especially for LRLs where automatic evaluations can fall short. In recent assessments of the resources for Turkic languages, Kyrgyz is labeled with the status 'Scraping By', a severely under-resourced language spoken by millions. This is concerning given the growing importance of the language, not only in Kyrgyzstan but also among diaspora communities where it holds no official status. We review prior efforts in the field, noting that many of the publicly available resources have only recently been developed, with few exceptions beyond dictionaries (the processed data used for the analysis is presented at https://kyrgyznlp.github.io/). While recent papers have made some headway, much more remains to be done. Despite interest and support from both business and government sectors in the Kyrgyz Republic, the situation for Kyrgyz language resources remains challenging. We stress the importance of community-driven efforts to build these resources, ensuring the future advancement sustainability. We then share our view of the most pressing challenges in Kyrgyz NLP. Finally, we propose a roadmap for future development in terms of research topics and language resources.

Holographic Intellectual Voice Assistant (HIVA) aims to facilitate human computer interaction using audiovisual effects and 3D avatar. HIVA provides complete information about the university, including requests of various nature: admission, study issues, fees, departments, university structure and history, canteen, human resources, library, student life and events, information about the country and the city, etc. There are other ways for receiving the data listed above: the university's official website and other supporting apps, HEI (Higher Education Institution) official social media, directly asking the HEI staff, and other channels. However, HIVA provides the unique experience of "face-to-face" interaction with an animated 3D mascot, helping to get a sense of 'real-life' communication. The system includes many sub-modules and connects a family of applications such as mobile applications, Telegram chatbot, suggestion categorization, and entertainment services. The Voice assistant uses Russian language NLP models and tools, which are pipelined for the best user experience.

Deep neural networks (DNNs) with a step-by-step introduction of inputs, which is constructed by imitating the somatosensory system in human body, known as SpinalNet have been implemented in this work on a Galaxy Zoo dataset. The input segmentation in SpinalNet has enabled the intermediate layers to take some of the inputs as well as output of preceding layers thereby reducing the amount of the collected weights in the intermediate layers. As a result of these, the authors of SpinalNet reported to have achieved in most of the DNNs they tested, not only a remarkable cut in the error but also in the large reduction of the computational costs. Having applied it to the Galaxy Zoo dataset, we are able to classify the different classes and/or sub-classes of the galaxies. Thus, we have obtained higher classification accuracies of 98.2, 95 and 82 percents between elliptical and spirals, between these two and irregulars, and between 10 sub-classes of galaxies, respectively.

Like teenagers around the world, Maksat hasn't been to school in weeks. As Kyrgyzstan imposed quarantine restrictions, the 15-year-old feels isolated like never before. He has been trapped at home with a sister he doesn't get on with, a father he struggles to communicate with and a mother working abroad. He is comfortable talking only to an internet chat bot. Maksat (not his real name) feels alone and misunderstood.

An awe-inspiring video reveals the moment a man uses his mind to move his new bionic prosthetic hand for the first time. In the footage, the lucky recipient can be seen testing out his new hand as he executes a perfect handshake with Sultan Tukeshov, the doctor who gave it to him. The breakthrough, fitted at Kyrgyzstan's National Hospital in the capital city of Bishkek, could provide better prosthetics for amputees around the world. An awe-inspiring video reveals the moment a man moves his new bionic prosthetic hand using just his mind. The video footage shows the lucky recipient, who was born without a wrist, successfully using the hand.

Koustubh Sharma is what you could call a cat scientist with a daunting task, as a wildlife biologist studying one of the world's most magnificent, fluffy-tailed and elusive big cats: snow leopards. Based in Kyrgyzstan, Sharma spends a lot of time trying to solve the riddle of how to study the hard-to-study, threatened species. The alpine cats live in frigid, barren landscapes; roam hundreds of miles and are so adept at solitude that they're dubbed "ghosts of the mountain." In the nearly 11 years that Sharma has studied snow leopards in the highlands of Central Asia, he has seen the thick-furred, rosette-marked feline only twice. His one close encounter was with a large male with a scarred face in southern Mongolia, while standing on a mountain ledge near a freshly killed ibex, a favorite meal for snow leopards.

BISHKEK – I was recently offered the presidency of a university in Kazakhstan that focuses primarily on business, economics, and law, and that teaches these subjects in a narrow, albeit intellectually rigorous, way. I am considering the job, but I have a few conditions.

BISHKEK – I was recently offered the presidency of a university in Kazakhstan that focuses primarily on business, economics, and law, and that teaches these subjects in a narrow, albeit intellectually rigorous, way. I am considering the job, but I have a few conditions.