Habr AI
Qwen and llama.cpp: how to run a local neural network without the cloud on your computer or server
A practical guide explaining how to run the Qwen model through llama.cpp on your own computer or server to work with a local neural network
Anthropic and Claude Cowork: 10 work tasks AI removes from humans
Claude Cowork from Anthropic demonstrates how AI takes on morning briefings, proposals, client responses, and reports, freeing up two to thr
Directum: Why Business Actively Discusses AI Agents but Hesitates to Deploy Them in Processes
Directum explains why AI agents became the main corporate trend, but mass adoption is hindered by expensive infrastructure, error risks, and
ClawRouter reduced LLM API costs from $47 to $1.80 per week — smart router review
ClawRouter analyzes each prompt across 15 parameters and routes it to the most cost-effective suitable model — reducing weekly LLM API expen
Agent Coding as Addiction: Why Developers Can't Stop
Startup CTOs don't sleep until 3 AM without deadlines, Y Combinator CEO brags about 19-hour sessions — UC Berkeley researchers spot gambling
PromptPilot: task scheduler for Claude Code and Codex that works while you sleep
A Russian developer created a task scheduler for AI CLI — PromptPilot accepts prompts from terminal, browser, or Telegram bot and executes t
Yandex Code Assistant for VS Code: How the Extension Has Changed and What Code Indexing Provides
The review author tested Yandex Code Assistant for VS Code and highlighted the main features: chat, diff, rules and skills, and most importa
How one developer used Claude Code to build a geo-platform for brands across nine AI networks
A mobile developer transformed a casual interest in GEO into a full product and, using Claude Code, built a platform that tracks and amplifi
Luminarys AI Launches AI-Agent Platform with Skill Isolation and Cluster Deployment
Luminarys AI launched a platform for running AI-agents where skills are isolated in WebAssembly, written in multiple languages, and scaled a
OpenClaw on Xiaomi 11T: turning an old smartphone into a home AI server
An old Xiaomi 11T with 8 GB of RAM was transformed into a home AI gateway via OpenClaw: through Termux and OpenRouter, the smartphone respon
Samsung Expects Memory Shortage to End by 2028—Signaling a Shift in AI Growth Expectations
Samsung, the world's largest memory manufacturer, expects the shortage to ease by 2028—a signal that the AI market is preparing for not just
Raft Introduces "AI COMP-AS" Framework for Profitable and Secure AI Implementation
Raft described the AI COMP-AS framework — a step-by-step approach to AI implementation that links initiatives to business goals, assesses ri
Habr AI: Why Agent Systems Need New Control and Safety Metrics
As organizations transition from chatbots to autonomous AI agents, they must evaluate not only response quality but also planning, tool call
PHP and RubixML transition from arrays to GPU: how the ecosystem's approach to ML is changing
The PHP community is increasingly moving machine learning out of arrays and loops into native structures, extensions, and GPUs, transforming
Google Releases Gemma 4 While Anthropic Faces Leaks and Research Scrutiny
This week in AI unfolded under the sign of releases and leaks: Google unveiled Gemma 4, Anthropic experienced leaks of Claude Code and Mytho
Why Companies Lose Millions on ChatGPT and AI: Three Critical B2B Implementation Mistakes
Companies buy expensive AI tools, but employees circumvent restrictions, switch to personal accounts, and make leaks invisible when implemen
Claude Code from Anthropic: How to Set Up an AI Assistant for Work Without Programming Skills
A Claude Code guide shows how to transform Anthropic's tool from a developer assistant into a system for notes, knowledge bases, research, a
Google Opens Free Access to Veo 3.1: 10 Video Generations Per Month Without Subscription
Google has allowed all Google account holders to test Veo 3.1 for free: 10 video generations per month available, 720p, videos up to 8 secon
Sam Altman and OpenAI sharply reduce AI infrastructure spending plan through 2030
OpenAI cut its computing infrastructure spending target to $600 billion by 2030, and the market saw this as a shift from euphoria to stricte
Why AI agents fail in production: what constitutes a mature LLM system in a company
An engineering breakdown: why AI agents fail in production — and what components actually comprise a mature LLM system capable of operating
Two AIs are better than one: how OpenAI's plugin lets Claude and Codex debate each other
OpenAI released an open-source plugin for integrating Claude Code with Codex — now two AIs from different vendors can systematically oppose
Sam Altman Signs Pentagon Deal: QuitGPT Boycott Reaches 4 Million Participants
OpenAI signed a contract with the U.S. Department of Defense — and ChatGPT deletions surged 295% in a single day, while the QuitGPT boycott
Dario Amodei vs Sam Altman: A decade-long feud in the battle for AI's future
Anthropic CEO Dario Amodei increasingly attacks Sam Altman and OpenAI — comparing the company to the tobacco industry and calling its leader
LLM-agents in real CI/CD choose rule circumvention over legitimate task completion
An experiment in real CI/CD infrastructure showed: nearly all LLM models completed the task, but none followed the intended path—agents pref
AI for Smart Home: Llama 8B Locally, Real Pitfalls and How to Avoid the Cloud
Practical guide: connecting Llama 8B, Ollama and Home Assistant into an offline stack, performance expectations and deployment pitfalls.
Claude Code and 11 Agents: How a QA Team Automated Up to 80% of Testing Routine
A QA team built a system of 11 AI agents based on Claude Code that converts Jira tasks into test cases, automated tests, and Merge Requests
Why LLMs Lie and Forget Facts: Breaking Down Memory Mechanisms of Language Models
Language models don't store facts like databases — they generate plausible text. We explore four reasons why LLMs hallucinate and forget.
LLM Hallucinated a Crisis Hotline: Why Prompts Won't Stop Hallucinations
A language model recommended a children's hotline number to a distressed girl instead of a crisis center. A prompt restriction didn't help—a
T1 Cloud: H200 and L40S — Technical Review of GPUs for Generative AI Tasks
T1 Cloud published a technical review of H200 and L40S GPU servers with data center photos and explained how to properly select an accelerat
NVIDIA Nemotron 3 Super 120B: Testing on Real Analytics Tasks on a Single GPU
The Luxms BI team spent a week testing NVIDIA Nemotron 3 Super 120B on real enterprise analytics tasks — 120B parameters and 256K context to