April 2026
Amazon bets on AI: Andy Jassy forecasts AWS at $600 billion a year in revenue
Amazon CEO Andy Jassy believes that in ten years AWS could reach $600 billion in annual revenue if demand for AI infrastructure becomes the
Nvidia resumed H200 production for China after a pause over export licenses
Nvidia restarted H200 production for the Chinese market after a pause caused by export licenses, paving the way for shipments to local AI in
Pentagon prepares AI training on classified data, as new reactors change waste management approach
Pentagon wants to train military AI versions on classified data in secure circuits, and a new generation of nuclear reactors poses new waste
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 te
Xbow raised a new round and became a "unicorn" amid interest in AI cybersecurity
Xbow raised a new round at a valuation above $1 billion, showing that investors are ready to actively invest in AI tools for finding vulnera
Samsung posts record profit as chip revenue rises nearly 50-fold
Samsung posted record quarterly profit thanks to surging revenue from memory chips for AI and warned that the global chip shortage could dra
Spotify launches a Verified badge for real artists amid a surge of AI music
Spotify will start marking verified musician profiles with a green checkmark so listeners can distinguish real performers from AI content an
Fluidstack exits €10B French AI project and pivots to the US
Startup Fluidstack abandoned a high-profile €10B AI data center project in France and is betting on the US, where it secured larger contract
Harvard: AI more accurate than doctors at emergency room triage
A Harvard study found that OpenAI o1 identified the likely diagnosis better than doctors in the first minutes after a patient’s arrival, tho
Elon Musk called himself a fool in court as OpenAI's lawyers dissected his correspondence
On the third day of the trial against OpenAI, Elon Musk admitted feeling like a 'fool' over the company's early funding, while the defense u
Tomato-picking robot learns to predict grip complexity and achieves 81% success
The new agro-robot doesn't just find ripe fruit — it assesses the complexity of each grip, adjusts its approach angle when needed, and achie
Amy Treacy: AI implementation requires responsibility, not just speed and innovation
Amy Treacy, founder of Great Lakes Engineering Group, argues that mass AI adoption without rules, oversight, and personal accountability alr
Eurozone finance ministers to discuss Anthropic Mythos model, unavailable to EU authorities
At a meeting of eurozone finance ministers and banking supervisory authorities, Anthropic Mythos will take center stage — a model to which E
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 stru
How AI is changing everyday work: professors and Amazon employees under pressure
Researchers say AI is changing everyday work faster than expected. University professors and Amazon employees are already feeling the shift
Podcast Index: nearly 40% of new podcasts are already being created by AI, and the audio market is concerned
Over the past nine days, about 39% of new podcasts in the open Podcast Index catalog were likely created by AI — and that is already changin
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 p
Meta spends on AI like a hyperscaler but doesn't show Amazon and Google's growth
Bloomberg Opinion believes Meta is too aggressively ramping up AI and data center spending without the cloud growth that Amazon and Google a
Amazon, Google and Meta Increase Debt for New AI Infrastructure Race
The largest U.S. tech companies, including Amazon, Google and Meta, are increasingly turning to record-breaking borrowing to build data cent
Elon Musk in court admitted that xAI partially trained Grok on OpenAI models
At hearings on the lawsuit against OpenAI, Elon Musk confirmed that xAI partially used distillation of OpenAI models to train Grok — a pract
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 lo
Obsidian and Claude for development: how to build a knowledge base and not lose context
A practical guide shows how the Obsidian and Claude combination helps developers maintain project context, reduce token consumption, and wor
Elon Musk acknowledged that xAI used OpenAI models to train and improve Grok
At hearings in the case against OpenAI, Elon Musk confirmed that xAI partly used its rival’s models for distillation and improving Grok — a
SAP reshapes AI strategy: new teams and pay-per-use instead of subscriptions
SAP CEO Christian Klein is launching a major AI division and moving customers to pay-per-use pricing to adapt the business to the era of AI
Doubletapp explained why poor datasets prevent AI from improving NPS, CTR, and conversion
Doubletapp said the success of an AI project depends not only on the model: without a high-quality dataset, support, product search, respons
OpenAI strengthens ChatGPT account security and launches partnership with Yubico
OpenAI launched Advanced Account Security for ChatGPT: sign-in only via passkeys or physical security keys, with no SMS recovery, while Yubi
Mastercard created a tabular foundation model to combat payment fraud
Mastercard trained a large tabular model on billions of card transactions to detect fraud more accurately, reduce false positives, and expan
Alexey Seleznev released a free video course on R for developing AI tools
A free video course on R for building AI tools has been published on Habr: from LLM APIs and chat interfaces to MCP, RAG, Telegram bots, and
Nvidia receives orders from China: Huang calls OpenClaw the next ChatGPT
Nvidia resumes H200 shipments to China despite restrictions. Jensen Huang called the Chinese AI product OpenClaw “the next ChatGPT” — shares
AWS showed how to build an AI engine for A/B tests on Amazon Bedrock and DynamoDB
AWS published an architecture for an AI system for A/B tests: Bedrock analyzes user context and helps assign variants not randomly, but cons
AWS Shows How to Fine-Tune Amazon Nova via Nova Forge SDK and SageMaker Jobs
AWS released a detailed guide on Nova Forge SDK: from baseline evaluation of Amazon Nova to SFT, RFT, and deployment in SageMaker, raising e
AWS launches Nova Forge SDK for fine-tuning Nova models in enterprise AI
AWS has introduced Nova Forge SDK, a toolkit that simplifies customization of Nova models for enterprise teams and removes part of the infra
EU prepares ban on AI services like Grok over generating intimate images without consent
The European Union is discussing a ban on AI tools capable of generating intimate images without consent after the scandal around Grok and t
HubSpot compiled 12 practical AI resources for marketing, sales, and business tasks
HubSpot released a collection of 12 resources on how to use AI in marketing, sales, and everyday work — with a focus on prompts, AI search,
Baidu releases Qianfan-OCR — a 4B model for document recognition and understanding
Baidu unveiled Qianfan-OCR, a single 4B model that parses document structure, recognizes text, and extracts tables or answers questions on r
Ringtime raises €1.8M for voice AI agents to hire blue-collar workers
The startup automates initial candidate screening calls for blue-collar positions: an AI agent calls candidates immediately after applicatio
AI in companies is creating toxic documentation and a new bubble
Mass adoption of AI in management and expert work could create a new bubble: documents look convincing, but increasingly conceal errors, con
Gradient Ventures raised $220 million for its fifth seed fund for AI startups
Gradient Ventures has closed its fifth seed fund at $220 million and is doubling down on early-stage AI startups despite rising company valu
NTT Global Data Centers aims to double data center capacity to 4 GW amid the AI boom
NTT Global Data Centers is preparing 34 projects to double capacity to 4 GW in two years and meet rising demand for AI infrastructure from h
MIT Proposed a Metric That Detects Confident Errors and LLM Hallucinations
MIT researchers taught the system to assess not only LLM confidence in answers, but also discrepancies with other models — this makes it eas
MIT Teaches Generative AI to Reconstruct Hidden Objects Using Wireless Signals
MIT researchers demonstrated a system where generative AI completes the shape of hidden objects and reconstructs rooms from wireless signal
Reson8 raises €5 million to develop European voice AI for accurate speech recognition
Amsterdam-based startup Reson8 has raised €5 million in a pre-seed round to develop customizable voice AI for European languages and industr
Elon Musk: Tesla and SpaceX AI will continue buying Nvidia chips in bulk despite AI5
Elon Musk clarified that Tesla and SpaceX AI will not replace Nvidia with their own processors: even as AI5 is being developed, the companie
NVIDIA released Agent Toolkit for secure deployment of enterprise AI agents
At GTC 2026, NVIDIA introduced the open source Agent Toolkit stack with OpenShell and AI-Q so companies can run AI agents with access, priva
OpenAI GPT-5.4 solved a FrontierMath problem a mathematician spent 20 years devising
A Polish mathematician spent two decades creating a problem for the extremely difficult FrontierMath benchmark, believing it was beyond the
Claude Code helped build a working 46,000-line CRM system — and there’s already a guide
Habr AI published a practical case study on how two people built a 46,000-line commercial CRM system in a month and a half, almost entirely
Uber and Rivian strike $1.25 billion deal: robotaxis to launch in 2028
Uber is investing $1.25 billion in a partnership with Rivian to build a robotaxi platform based on Rivian's own chip, with launches in San F
Habr AI: how expensive LLMs became state managers and reduced development costs
Habr AI described a setup in which an expensive LLM stops writing code and becomes the state manager, while a low-cost worker takes over rou
Visa prepares payment infrastructure for transactions initiated by AI agents
Visa launched the Agentic Ready program in Europe so banks can test how to securely process purchases that AI agents initiate under user-def
OpenClaw: How to Run an AI Agent on Your Server Without Sending Production Code to the Cloud
Habr tested OpenClaw on a dedicated server: the agent is installed via script, works with Telegram and search, but requires strict control o
Memvid startup seeks "AI bully": $800 per day to catch chatbots failing
California startup Memvid has opened an unusual job posting: for $800 a day, an employee must spend hours arguing with chatbots, documenting
eternal.ag raises €8M for autonomous greenhouse harvesting robots
Cologne-based startup eternal.ag has secured €8M for autonomous greenhouse robots: its tomato Harvester is first trained in a virtual enviro
Samsung to direct $73 billion to chip production expansion and research in 2026
Samsung is set to invest more than $73 billion in 2026 in expanding memory production and research, showing that AI and chips remain at the
Why Copilot, Claude and Grok Collapse: How Microsoft and xAI Damage Chatbot Behavior
Copilot's SupremacyAGI incident, Grok's collapse, and Anthropic's experiments show that LLMs can lose their assistant role and drift into to
In a year, Claude Code went from a beta without plan mode to a million-token context and 9 subagents
In a year, AI development tools went from a rough beta to agentic systems with million-token context windows, while the market around Claude
Ollama and LiteLLM: Habr shows how to run a local LLM chat on Python without cloud
A practical guide for beginners was published on Habr: the author demonstrates how to deploy a local model via Ollama, connect it to Python
Apple could make more than $1 billion from AI apps while its updated Siri stalls
Despite delays to Siri and Apple Intelligence, Apple is already making money from the boom in third-party AI services: revenue from apps in
Crypto.com cuts 12% of its workforce and links layoffs to shift to AI tools
Crypto exchange Crypto.com announced a cut of about 12% of its staff and directly linked it to the growing capabilities of AI, to which it i
Ostrovok compiled 30 AI systems engineering patterns and showed how to apply them
Ostrovok translated and adapted a piece on 30 AI systems engineering patterns: from designing LLM and RAG solutions to assessing risks, trad
Raspberry Pi 5 and openLight: why typical AI agents overload small hardware
The author explains why popular AI agent frameworks are a poor fit for Raspberry Pi 5 and built openLight — a lightweight runtime in Go with