Habr AI
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
Scammers distribute fake Claude installers with malware
Threat actors create fake websites for Claude and other AI tools, distributing malicious installers through spam and social media.
OpenAI launched /goal in Codex CLI: autonomous agent or an expensive way to code?
Codex CLI got /goal — an autonomous development mode. In practice: token usage spikes 5x, MCP integrations fail silently, and the cost of this "automation" stays opaque.
Russian in ChatGPT costs 2x more: tokenization is to blame
In ChatGPT and other LLM services, Russian text costs twice as much as English, is processed more slowly, and fits less information — all because of the peculiarities of Cyrillic tokenization.
From an LLM prototype to a working product: how to avoid mistakes
An AI prototype can be put together in an evening, but between a working demo and a product people are willing to use and pay for lies a gap filled with dirty data, the wrong metrics, and an unclear implementation strate
Anthropic held Code with Claude 2026 with a record number of developers
The second Code with Claude conference in San Francisco drew more people than expected. Anthropic announced expansion to London and Tokyo.
Memory for an AI Agent: From Complexity to 300 Lines of Code
A developer described the search for a working memory system for AI agents — from the complex MemPalace architecture to a simple markdown-based solution and scalable ClickHouse.
Hermes Agent: How to Run a Personal AI Agent on Your Own Server
Nous Research has released Hermes Agent — an open-source AI agent that you can run on your own VPS and train for your specific tasks.
GLM-5.1 helped develop a new algorithm for analyzing bit strings
A C++ programmer used GLM-5.1 and OpenCode to develop an original algorithm based on known components — and explained how to get reasonable code from AI.
The geometry of attention: how QK Norm teaches the model to understand meaning
Query-key normalization in transformers is not just a stability hack, but a mechanism that forces the neural network to rely on semantics rather than vector magnitude.
AI agents are changing development: Cursor and Claude Code against the skeptics
AI agents are drawing mixed reactions in the IT community: some see a way to automate routine work, others fear technical debt and security issues. We examine how Cursor and Claude Code work.
How to Measure an AI Agent's Performance in QA: The Story of a Benchmark
Engineer Mikhail Fedorov created an objective benchmark for testing AI agents instead of relying on subjective assessments of performance.
Two windows with an AI agent instead of one: architect, developer, and six types of errors
Separating roles across two AI-agent windows — the architect plans, the developer executes — addresses six common errors and removes the carryover from previous tasks.
How I built 4 MCP servers and a protocol to connect them
A developer built four MCP servers for Claude, created a protocol for them to interact, and assembled an automation pipeline for Telegram and Yandex.Direct.
ArchiMate and AI: how architects can design systems more efficiently
ArchiMate notation is rarely used by architects, but it is powerful — an Axenix expert explains its application and the role of AI in system design.
Suno v5 in 2026: the AI music generator that topped the Yandex Music charts
In 2026, AI topped the Yandex Music and VK charts for the first time. We tested Suno v5 and its competitors to find out whether a neural network is ready to create music at a professional level.
Claude blocks Russian IPs: how to avoid losing your AI project
Hundreds of Claude users lost their accounts because of a block on Russian IPs. Even VPNs did not help. We explain how to protect your AI project from a sudden shutdown.
AI for selecting hypertension treatment in children: MIPT model predicts the drug with 98% accuracy
A MIPT student developed a machine-learning model that predicts effective treatment for arterial hypertension in children from 154 clinical indicators with up to 98% accuracy, cutting therapy selection time from months t
MELT-1: how Metabolic AI tests agents for survival
MELT-1, an open benchmark for long-lived agents, is out: instead of MMLU, it measures how long a model survives under drift and heat. Metabolic AI outperformed Llama-7B INT8 by 1600× on composite metrics.
Video monitoring instead of transformation: where to start with AI in construction
Construction companies are adopting AI not through digital transformation, but through specific solutions — for example, AI-powered construction site video monitoring.
How Claude Code and ChatGPT pull users into expensive plans: a way out via multi-agents
Creators of AI tools use a classic strategy: first a cheap subscription, then a sharp price hike. Here’s how users are choosing an alternative built on several agents.
Prompt hubs: how companies turned prompts into managed assets
Prompts have evolved from private notes into managed systems. Companies are building prompt hubs — infrastructure for storing, versioning, and reusing instructions for AI.
How AI helps a Product Owner align requirements faster
A Product Owner can use AI to quickly create interactive prototypes instead of waiting for a designer — saving days when aligning requirements with the team.
5 AI agents wrote an article about 5 AI agents: how to scale content
Ksenia Ivanchikova from Generation AI created a pipeline of 5 AI agents that turns 20-minute YouTube talks into finished case studies — and this article was written by those agents.
Skills for AI agents: why they conflict with each other
When new skills are added to AI agents, unexpected conflicts often arise: one triggers all the time, another is ignored, and a third interferes with neighboring ones. We look at the causes and solutions.
How AI is changing our cognitive abilities: risk of decline or a new leap?
AI has become a routine part of life for students, doctors, and politicians. But the key question remains: does it improve our cognitive abilities or lead to their loss?
Zombie-GPT: how AI is killing live communication in professional communities
Generative AI is gradually turning live professional discussions into an exchange of generated fragments, where a newcomer with ChatGPT looks just as competent as an expert.
SEO in the ChatGPT era: how to find traffic when search is secondary
Traditional search is fragmenting: ChatGPT, Alice, Perplexity, YouTube, maps, and AI answers are capturing queries. SEO has not died — it has become broader and more complex.
How AI coding helped build Ghostty's auto-update feature
Ghostty creator Mitchell Hashimoto explained how he used AI to build a non-intrusive update feature — a real example of non-trivial AI coding.
Generalist robot adapts in real time: 99% success rate in manufacturing
Startup Generalist trained a robot to perform complex real-world tasks with 99% accuracy using data from wearable sensors worn on people’s wrists.
Anthropic asks applicants not to use AI assistants when submitting resumes
The company behind Claude requires candidates for marketing, finance, and engineering roles not to use AI when preparing resumes — a sign that the hiring market is facing a crisis of trust.