Habr AI
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
Developer builds AI-powered news aggregator with MCP, DeepSeek, and Telegram bot
After the drone attack over Dubai, a developer built a multilingual news aggregator: 80+ sources, an MCP server for AI agents, an AI chat, and a Telegram bot with quick digests.
BorisovAI tested MoE on an RTX 4090 and showed why perplexity breaks LLM evaluation
BorisovAI tested MoE with plug-in experts on a single RTX 4090 and found that an impressive perplexity score does not guarantee real quality gains on reasoning tasks.
LLM experiment showed how a model’s “personality” emerges in latent space
An experiment with a modular LLM showed that a separate latent vector can store not only text style, but also stable behavioral traits resembling the scaffold of a model’s personality.
Nvidia hints at an optical chip that could reshape AI data centers ahead of GTC 2026
Ahead of its March 16, 2026 presentation, Nvidia raised expectations with a promise of “a chip that will shake the world,” and silicon photonics is seen as the leading candidate for the surprise.
Why DeepMind's AGI advances do not answer the key question of machine consciousness
The author explains why growing computing power and DeepMind's AGI advances do not amount to the emergence of consciousness: intelligence can be imitated, while subjective experience remains tied only to living systems f
Habr AI on the future of work: how AI and robots could return society to a new antiquity
Habr AI argues that the combination of AI, robotics, and neural implants could do more than reshape the labor market — it could divide society into a narrow class of system operators and everyone else.
Unity showed how to build voice NPCs with memory and world context
A step-by-step guide shows how to build voice NPCs in Unity with a local model, dialog memory, knowledge of the game world, and spoken responses instead of standard scripted lines.
Harvard: AI is cutting junior hiring, and in three years that could affect the entire industry
Harvard reports a drop in junior hiring after AI adoption, while METR points to growing dependence of experienced developers on AI assistants, threatening talent shortages and tech debt.
DeepSeek and GLM-5 beat Yandex in a test of 34 AI models for managers without VPN
The authors of a large test of management scenarios found that DeepSeek V3.2 and GLM-5, available in Russia without VPN, are markedly stronger than Yandex's solutions and close to the global top tier.
Google released Gemini Embedding 2 for multimodal RAG with video, audio, and PDF
Google released Gemini Embedding 2, a model that embeds text, images, video, audio, and PDF into a single space and simplifies building multimodal RAG.
Bitrix24 listed eight common mistakes in developing MCP servers for LLMs
A Bitrix24 developer explained why MCP servers fail on authorization, call chains, poor tool descriptions, testing, security, and context overflow.
Why Yann LeCun's world model idea does not solve the main crisis in LLM development
After Yann LeCun's departure from Meta, his world model concept is once again being discussed as a path beyond LLMs, but critics argue that the physics of the world is too limited for true understanding.
A Physical AI pipeline for SO-101 was assembled on top of ROS2 and LeRobot for 30,000 rubles
An open-source stack based on ROS2 and LeRobot makes it possible to build a full Physical AI pipeline on the low-cost SO-101: teleoperation, episode recording, policy training, and deployment on hardware.
SimpleOne launched SimpleGen — an AI tool for development and deployment on the platform
SimpleOne introduced SimpleGen — an AI tool for generating solutions on its platform: developers only need to prepare a repository, access to an environment, and follow the workflow in Cursor.
Google AI Ultra: how to turn a subscription into a pool of parallel agents and model consensus
Google AI Ultra is being proposed as the foundation for a multi-agent stack: run parallel Gemini workers, delegate routine tasks, and cross-check decisions with a second model.
OpenAI released GPT-5.4 Pro: new records in ARC-AGI-2, FrontierMath, and logic
OpenAI introduced GPT-5.4 Pro — a model that made sharp gains on difficult benchmarks, solves reasoning tasks better, and handles unconventional logic more confidently.
nullClaw on Zig outperformed OpenClaw in memory and startup in local AI agent tests
nullClaw, a lightweight AI runtime on Zig, showed near-instant startup and several times lower memory usage in a local comparison with OpenClaw, even in a scenario with 10 parallel coding tasks.
OpenAI's ChatGPT 5.4 beat Claude Opus 4.6 and Gemini 3.1 Pro in a Habr comparison
Habr published a comparison of three flagship models in routine tasks: ChatGPT 5.4 ranked first by total score, Gemini 3.1 Pro was the cheapest, and Claude Opus 4.6 was the most expensive.
Study: Cursor speeds up early development, but later adds to the team's technical debt
A study of Cursor found that the AI assistant sharply accelerates code delivery in the first weeks, but then increases complexity, the number of warnings, and slows the team down.
Yandex at AI Dev Day Showed How AI Is Already Changing Development at Avito, Ozon, and T-Bank
At AI Dev Day, companies Yandex, Avito, Ozon, T-Bank, and Sber demonstrated where AI is already accelerating development and where the effect is still limited by metrics, processes, and quality control.
How AI is changing indie development: it's getting harder for solo developers to compete
The columnist argues that AI has sped up MVP launches, but at the same time raised the barrier to entry, intensified marketing competition, and weakened solo developers' advantages.
A company without managers: three traps companies fall into when implementing AI
Of 50 executives at ProIT Fest, only three said AI had actually made decision-making easier — even as companies have fewer and fewer managers.
Bitrix24 showed how to add four automation robots to a business portal
Bitrix24 released the next part of its practical series and showed how to integrate four robots into a business portal: for cleaning phone numbers, normalizing names, and collecting data on tasks and deals.
Anthropic explained how to build skills for Claude Code and why teams need their own marketplace
Anthropic showed which skills actually work in Claude Code, how to write them without extra noise, and why large teams need their own extensions marketplace.
Mentorpiece launched a free course on non-functional testing of AI applications
Mentorpiece released a free course on how to test cost, reliability, traceability, and data leaks in AI applications before they go to production.
Claude Opus 4.6 Detected a Hidden Trap in PDF and Revealed New Hiring Rules
Claude Opus 4.6 discovered a hidden instruction in a PDF test task, warned the candidate about the trap, and showed how hiring checks are changing in the LLM era.
Habr AI named seven free Telegram bots with GPT for work, study, and content
Habr AI compiled seven Telegram bots with conditionally free access to GPT and other neural networks: the selection includes services for text, images, video, and quick tasks without VPN.
ChatGPT Search and Google AI Overviews are changing SEO: Habr AI released a guide to GEO
Habr AI has published a practical guide to GEO — a new form of optimization for LLM search, where what matters is not keywords, but the structure, authority, and citability of content.
OTUS: why language models hallucinate and what measures reduce the risk of errors
OTUS explains why LLMs confidently make up facts, references, and advice, and which engineering measures help reduce the risk of errors in product, support, analytics, and code.
A2A Protocol: How Google Standardizes Orchestration of Multi-Agent AI Systems
A2A—an open protocol from Google for inter-agent communication that solves the key problem of multi-agent systems: context loss, infinite loops, and uncontrolled token consumption.