Need for speed: assessment of measurement errors in football analytics. Part 1
Hello! My name is Artem, and I develop computer vision systems for the Yandex Sporttech service. Among the main tasks of our team are football analytics and working with…
Understanding Machine Learning: A Comprehensive Guide
Key Concepts and Applications of Machine Learning in Today's Technology Landscape
Why humanoid robots are not just hype, but a breakthrough in robotics
Humanoid robots with AI. What once seemed like naive science fiction has already become the present-day reality. But for some reason, there’s almost no discussion about…
Replacement of Langchain: How OpenAI Agents SDK Handles Deep Search?
Agents are super buggy. In our company projects, we noticed that Langchain started to perform worse. In multi-agent systems, agents often loop because they don’t understand…
In pursuit of the unknown: how an ML model learned to detect malware
Hello everyone! This is Ksenia Naumova. At Positive Technologies, I research malicious network traffic and improve tools for analyzing it at the security expert center.…
How to easily add AI to Rust applications: a universal open-source tool
A system developer at Kryptonite IT company wrote an article about a new Rust tool that makes it easier to run machine learning models and integrate them into applications.…
Speculative Inference Algorithms for LLM
In recent years, the quality of LLM models has significantly improved, quantization methods have become better, and graphics cards more powerful. Nevertheless, the quality…
How the SIBUR Innovation Laboratory is organized and why it is needed
Creating innovations quickly and flexibly can be done in a startup or a small company, but what if you are an industrial giant with more than 25 factories across the…
How we accelerated the solution of our machine learning task by participating in the Big Mathematical Workshop
Hello, tekkix! We at the Security Analysis Department of the "Astra Group" recently had our first experience participating in the Big Mathematical Workshop, and we would…
Artificial Intelligence in Information Security: Increasing Business Efficiency and Profitability
Artificial intelligence has already firmly entered the arsenal of modern business tools. Its application is now the norm, not the exception. AI effectively solves the…
Guide to Experiment Tracking in ML
Many are accustomed to the fact that metrics and simply saving the trained model are sufficient as the result of an experiment, but in the modern world of machine learning,…
What to really expect from AI and why it will start generating profits sooner than it seems
The VK Cloud team translated an interview with Aidan Gomez, CEO and co-founder of Cohere. Cohere is one of the most talked-about AI startups at the moment, but its focus…
How to evaluate an LLM model
In one of the previous blogs, I introduced the concept of testing large language models. However, testing large language models is a rather complex topic that requires…
How we at Yandex make a robotic arm with artificial intelligence
10-20 years ago, many thought that robots controlled by artificial intelligence would take over all the heavy and dangerous work in enterprises. However, neural networks…
Atlas: How to reconstruct a 3D scene from a set of images
Hello everyone! If you are interested in 3D technologies or just want to learn more about modern methods of creating three-dimensional models, you should definitely read…
How Mesh R-CNN works
Well, first of all, hello everyone, in this article I will try to tell you about the structure of Mesh R-CNN, how it works, what it actually represents, and there will…
Topology in neural networks?
This is all we needed.
Security in Machine Learning: From Design to Implementation
Polina Sokol, Senior Data Analyst at the R&D Laboratory of the Cybersecurity Technology Center of the Solar Group, prepared material on methods of working with data and…