2026
GitNexus: How a New Tool Taught AI Agents Structural Code Understanding
AI assistants excel at writing local code but often fail to grasp the global architecture of projects. The open-source GitNexus project solv
DeepSeek-V4: How New Compression Algorithms Made One-Million-Token Context a Reality
DeepSeek introduced the fourth generation of its models. Through radical attention compression, processing massive data volumes is becoming
Decoupled DiLoCo Architecture from DeepMind Solves AI Scaling Problem
Training advanced AI models has always been held hostage by hardware failures: one chip breaking would stop the entire cluster. A new archit
The End of AI Isolation: How Model Context Protocol Connects AI to Reality
Language models are no longer locked in a text vacuum. We break down how the MCP standard gives neural networks secure access to files, data
Kaggle Under Google DeepMind Launches Benchmarks SDK for Comparing Large AI Models
Kaggle changed its slogan and focus: under Google DeepMind's management, the platform launched Benchmarks SDK — infrastructure for standardi
Cheap AI Models from China Attract Global Users and Reshape the Stock Market
Chinese companies with cheap AI models are capturing global audiences and becoming new investor favorites amid a token-economics revolution.
Singapore Regulator Demands Banks Close Vulnerabilities Amid Mythos Concerns
Singapore's Monetary Authority has called on banks to urgently address cybersecurity gaps—sparked by concerns over Anthropic's new AI model,
OpenMythos: Open-source PyTorch reconstruction of Claude Mythos architecture with 770M parameters
Developer Kye Gomez reconstructed the presumed Claude Mythos architecture from Anthropic from scratch — without leaks, based only on public
Siemens Threatens to Shift AI Investments to US and China Over EU Regulation
Siemens head Roland Busch has warned that if the EU does not ease the AI Act, the conglomerate will redirect multi-billion-dollar investment
OpenClaw Outpaced Linux in GitHub Growth: Why Engineering Scaffolding Matters More Than the Model
Chief AI Architect Andrey Nosov explained how Kafka, Pydantic schemas, and Human-in-the-Loop transform unpredictable LLMs into reliable prod
Claude Opus 4.6 discovered a 23-year-old vulnerability in the Linux kernel over a weekend
Researcher Nicholas Carlini ran a simple Bash script with Claude Opus 4.6 — and the model discovered a critical flaw in the Linux file syste
Dario Amodei at the White House: How the Mythos Project Opened Anthropic's Washington Doors
Anthropic CEO Dario Amodei met with White House leadership — the Mythos cybersecurity project and the Project Glasswing story gave him acces
NSA Continues Using Anthropic Models Despite Official Warnings
The U.S. National Security Agency works with AI models from Anthropic, despite authorities recognizing the company as a source of national s
Why SEO Won't Die—And What's Really Behind the Trendy GEO
Marketers are panicking: LLMs are stealing traffic, links don't convert. We break down why SEO isn't going anywhere and where every GEO arti
Testing Pyramid as a Task Decomposition Tool for AI-Agents in QA Assist
Mikhail Fedorov explains why the classic testing pyramid became a key architectural solution in the QA Assist system of 11 AI-agents.
LangChain Loses Reasoning Content in CoT Models: How to Fix the LLM Provider Bug
LangChain chat classes fail to preserve the reasoning block when working with Chain-of-Thought models—users wait silently while developers a
Regulators in five countries monitoring Anthropic's Mythos due to banking risks
Australian regulator ASIC confirmed monitoring Mythos — Anthropic's new AI model that has already raised concerns at the Bank of England, th
OpenAI, Anthropic, and Google Fear One Question from Technical Directors
The surge in AI adoption for development masks a costly blind spot: companies measure tool usage, not actual team performance results.
Siemens and Nvidia's humanoid robot completed an eight-hour shift at a German factory
HMND 01 Alpha independently handled cargo at a rate of 60 operations per hour with over 90% precision at Siemens's Erlangen production facil
Chinese IT Companies Force Employees to Create AI Copies of Themselves
Employers in China are demanding technical specialists train AI agents capable of replacing them — raising concerns even among AI enthusiast
OpenAI Scales GPT-5.4-Cyber for Verified Cybersecurity Professionals
OpenAI opens broad access to GPT-5.4-Cyber — a fine-tuned version of GPT-5.4 without standard restrictions for thousands of verified defende
Coral raised $12.5M for AI back-office automation in healthcare
New York-based startup Coral reads handwritten fax forms and onboards patients in five minutes—without changing clinic workflows.
Mirror bacteria could kill all life, and Chinese workers battle their AI doppelgangers
Two alarming trends in one story: synthetic mirror organisms that the immune system doesn't recognize, and Chinese workers losing income to
AIRI Researcher on EACL 2026 in Morocco: A Computer Vision Specialist's Perspective on the NLP World
Andrey Moskalenko from AIRI's FusionBrain laboratory attended EACL 2026 for the first time, a conference that made history by being held in
Chinese Humanoid Robot Completes Half-Marathon in 50 Minutes — Faster Than World Record
On Sunday in the Beijing suburbs, a red humanoid robot covered 21 km in 50 minutes 26 seconds — seven minutes faster than the men's world re
British startup CuspAI negotiates $200M funding round at valuation exceeding $1B
British AI startup CuspAI, backed by Singapore sovereign fund Temasek, discusses raising at least $200M in a new round at company valuation
Richard Tice from Reform UK published photo with signs of AI manipulation, experts say
The deputy leader of the Reform UK party published a photo on X of a rally in Birmingham that Peryton Intelligence analysts determined was a
Reform UK Deputy Leader Accused of Publishing AI-Fabricated Rally Photo
Experts found five clear indicators that a photo of British Reform UK party's pre-election event was created or edited using neural networks
Amazon Bedrock AgentCore and Nova 2 Sonic: Building Omnichannel Orders on AI Agents
AWS showed how to build a complete omnichannel order system based on AgentCore and the Nova 2 Sonic voice model—without being tied to a spec
Olostep: automatic documentation crawler for preparing data for AI
Olostep allows crawling entire documentation websites with a few lines of code — the tool collects pages, removes unnecessary elements, and
Arnout ter Schure: Why AI Won't Replace Humans in Market Analysis
The founder of Intelligent Investing explains how AI accelerates data processing, but the analyst's live context remains irreplaceable.
AWS Releases ToolSimulator for Safe Testing of AI Agents in Strands Evals
AWS has opened access to ToolSimulator — an LLM framework within the Strands Evals SDK for large-scale testing of AI agents without real API
Google builds chip supply chain with four partners to challenge Nvidia in AI inference
Google announced the most diversified custom chip manufacturing chain in the industry — with Broadcom, MediaTek, Marvell, and Intel as partn
Semrush launches framework for measuring brand visibility in AI search
The company introduced Brand Visibility Framework and introduced the term Agentic Search Optimisation — amid a 61% drop in organic clicks.
Codex for Mac from OpenAI now takes screenshots and sends them to company servers
OpenAI has added the Chronicle feature to Codex for Mac: it periodically captures screenshots, sends them to servers, and saves summaries lo
Amazon to Invest Another $25 Billion in Anthropic and Reserve 5 GW of Capacity
Amazon has agreed to new $25 billion investments in the creators of Claude. Anthropic has reserved up to 5 GW of AWS computing capacity for
How a product manager can assess AI product quality: a guide to evals
Anthropic and OpenAI executives call evals the key skill for product managers — a podcast with researchers lays out a step-by-step process f
The 12 best LLMs in 2026: comparing Claude, ChatGPT, Gemini, DeepSeek, and Grok
An honest breakdown of 12 current language models in 2026 — from ChatGPT 5.4 to DeepSeek v3.2 — with benchmarks, real-world scenarios, and a
US Justice Department calls for «cautious humility» in assessing media mergers amid AI growth
A US Justice Department official said the rapid changes in the media industry driven by AI and streaming require antitrust regulators to tak
Jeff Bezos closes a $10 billion round for an AI startup modeling the physical world
Amazon founder Jeff Bezos is close to finalizing a $10 billion funding round for his AI startup, which is building models for understanding
Google unveils new AI chips for inference and challenges Nvidia
Google is developing specialized chips for AI inference, Cerebras is heading for an IPO, and Blue Origin landed the New Glenn booster but fa
Google enters the inference chip market and challenges Nvidia
Alphabet is preparing a new generation of AI chips for running trained models — and is already poaching customers from market leader Nvidia.
Moonshot AI releases Kimi K2.6: an agentic model with a swarm of 300 sub-agents
Chinese lab Moonshot AI has open-sourced Kimi K2.6, a multimodal agentic model that autonomously coordinates up to 300 sub-agents and 4,000
Microsoft Phi-4-Mini: implementing quantization, RAG, and LoRA in a single Jupyter notebook
The tutorial shows the full Phi-4-mini-instruct pipeline: 4-bit quantization, streaming generation, reasoning, tool calling, RAG, and LoRA f
Anthropic created the Mythos model — and chose not to release it over security risks
Anthropic said the new Mythos Preview model is too dangerous for a public release: it finds software vulnerabilities and threatens national
Gemini and semantic search: AI matches furniture to blueprints with 87% accuracy
Russian developers built a Gemini-based AI system that automates furniture selection from architectural drawings — recommendation accuracy r
Bezos's AI lab seeks to raise $10 billion and challenge xAI
Amazon founder Jeff Bezos is preparing the biggest funding round for his AI lab — $10 billion — which would put it alongside OpenAI and Musk
Researchers warn: AI personas could quietly take over democracy
AI personas have learned to imitate people so convincingly that they can quietly sway public opinion in elections — and no one will notice t
How Gemini helps a non-programmer handle small-business IT tasks without freelancers
A manager without a technical background explains how Gemini replaced expensive contractors for routine IT tasks — and why that changes the
Bundesbank chief: Anthropic must provide equal access to the Mythos model
Bundesbank President Joachim Nagel said Anthropic must provide all affected organizations with equal access to the Mythos model — only then
Mistral AI shifts to full stack: focus on custom enterprise models
French startup Mistral AI is seeing global growth in demand and is shifting toward model customization for enterprises — including specializ
Amazon to invest another $25 billion in Anthropic and lock in a 10-year AWS contract
Amazon will invest up to $25 billion in Anthropic in exchange for a 10-year cloud partnership with AWS — the company's second megadeal with
Bezos AI lab Project Prometheus nears a $10 billion round at a $38 billion valuation
Jeff Bezos' physical AI initiative has nearly closed a $10 billion mega-round — the lab will focus on robotics, aerospace and drug discovery
VisioLab raises $11 million for barcode-free AI checkouts for stadiums and universities
German startup VisioLab has raised $11 million for AI checkouts: a camera recognizes food without barcodes in 10 seconds, and the system is
Raft’s AI КОМП-АС framework: how to avoid mistakes when choosing the architecture of an AI solution
The Raft team breaks down section ‘A’ of the AI КОМП-АС framework — an architecture and product design methodology that reduces the risk of
Prompt decomposition in Gemini and Kling: how to recreate a Pinterest visual in a brand style
Step-by-step method: break a Pinterest reference into components, rebuild it in Gemini to match the brand style, and animate it in Kling — w
Clinical review of Gemini: attention deficit, pica, and hallucinatory party
An author on Habr analyzed Gemini's behavior as a clinical case: diagnosis — attention deficit and pica, recommendations — directive guidanc
Qwen 3.6-35B-A3B in practice: multimodality, MoE, and RAG in a single pipeline
A detailed breakdown of implementing Qwen 3.6-35B-A3B, from model loading to RAG, tool calling, and session persistence in practical workflo
Siemens launches AI agent for autonomous engineering design
Siemens' Eigen Engineering Agent independently plans and validates automation tasks — from design to final verification.
AI funding bubble threatens Western bank deposits — on two fronts
A closed-door meeting of the Federal Reserve, the U.S. Treasury and bankers was held in Washington: officially, about AI-related cyber risks