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.…
Machine Learning: The Future of IT
Applications of Machine Learning in IT
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…
Just like in Black Mirror: which plots of the sci-fi series may soon come true in real life
At the end of September 2024, Netflix announced the release of a new, seventh season of the sci-fi series Black Mirror. This anthology is dedicated to dark forecasts…
Physics-based и data-driven моделирование
In this post, we will discuss the differences between two modeling approaches, namely, how physics-based models differ from data-driven models. In fact, there is something…
Psst, need AI? 5 useful tools for developers
Hello, tekkix! This is Misha Stepnov, head of the R&D Big Data center at MTS Digital. If you work with language models or dream of creating your own AI assistant, it…
Machine Learning Engineer: what he does and what skills he needs
Hello! My name is Anton Morgunov, I am an ML engineer at "Basis.Center" and a program expert of the course "Machine Learning Engineer" at Yandex Practicum. In this article,…
Hippo-RAG: Long-term memory for LLM inspired by neurobiology
Scientists are often inspired by our or animal biological structures: CNN, MLP, Backprop, and for many other studies, similarities can be found in the real world. Recently,…
What can the search for causal relationships in IT monitoring teach us?
The desire to understand why certain events occur is inherent in human nature. We constantly seek causal relationships to predict the future, make decisions, and improve…
ECCV 2024: how it was. Current articles and main trends
Hello! My name is Alexander Ustyuzhanin, and I am a developer in the YandexART team. Recently, I visited Milan for one of the largest international conferences on computer…