Big product investigation. So what is Mira Murati really doing?
Money loves silence. Former CTO of Open AI, Mira Murati, raised another 2 billion in a seed round with a startup valuation of 12 billion , while no one knows what exactly…
Machine Learning: The Future of IT
Applications of Machine Learning in IT
Sure, here is the translation you requested:How AI is Already Manipulating Us or Why Asimov's Three Laws Won't Save Us
What if AI is already controlling our decisions? In this article, I explain why Asimov's three laws don't protect us from the manipulation of modern AI and how the technologies…
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…
The first large-scale MCP security study: what the analysis of 1,899 publicly accessible servers revealed
Model Context Protocol is rapidly becoming the de facto standard for interaction between AI agents and external tools. The statistics are impressive: as of May 2025,…
AI Security with a French Flavor or an Analysis of Securing Artificial Intelligence from ETSI. Part 1
Artificial intelligence technologies are developing rapidly, but with new opportunities come new risks. Prompt injections, abuse of agent tools, vulnerabilities in the…
Load balancing LLM through Nginx
💻 Using Nginx for load balancing LLM chat sessions. There are many examples of connecting LLM models to a Telegram bot, but with a large number of users, there are no…
Cookbooks" and LLM development guides
We at MWS have launched a language model aggregator, where you can work with multiple LLMs through a single interface. In MWS GPT, the following models are available:…
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.…
Basics and advanced techniques of RAG
In this post, we will talk in detail about RAG at each of its stages, its modifications, and its promising directions of development at the time of writing.
Super Ethical Reality: what to consider before using LLM in development
Should we trust something that cannot understand the consequences of its actions? The answer seems obvious, but as the niche of linguistic models develops, we increasingly…
How LLMs are changing system architecture: from simple data pipelines to intelligent autonomous agents
At every technical conference lately, the word "agents" is sure to be mentioned. They are presented in different ways: as the next step after RAG, as a silver bullet…
8 best tips for outsourcing data annotation
Any CV project starts with annotating large volumes of images and videos. Only successful results and high-quality data ensure that the model can be trained correctly.
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…
How to Build a Career in Artificial Intelligence. Tips from Andrew Ng
The rapid development of artificial intelligence has led to a surge in job openings in this field, and today many people are building exciting careers in it. For many…
Review of the recently released Evo model for genomic data analysis
Let's imagine that you are a novice or experienced bioinformatician, or a mere mortal who wants to delve into the analysis of biological data. Spoiler: bioinformaticians…
Sora from OpenAI is out: review, video examples, and limitations
OpenAI has released Sora, a neural network for generating short videos. The service can be used by owners of paid ChatGPT Plus and Pro subscriptions, but even after the…
The impact of software and accelerator architecture on performance
A few years ago, at my previous job, I had an interesting discussion with a colleague from the microelectronics department. His idea was that the performance in neural…
