Zhemal Khamidun
Head of AI at Alpina Digital, CPO of AlpinaGPT (~30-person engineering & AI team). Founder of Vibe Academy & Hamidun Consulting, author of the AI channel «Готовим ИИшницу» (@jemal_hamidun).

Gradient Ventures raises $220M for fifth early-stage AI fund
Gradient Ventures has closed a $220M fifth seed fund and is doubling down on early-stage AI startups, despite rising valuations and debate over a possible bubble.

NTT Global Data Centers wants to double data center capacity to 4 GW as AI demand booms
NTT Global Data Centers has 34 projects under way to double capacity to 4 GW in two years and meet rising AI infrastructure demand from hyperscalers and large…

MIT proposes a metric that catches confident LLM errors and hallucinations
MIT researchers built a system that scores not just an LLM's confidence in its answer but also how far it diverges from other models, making hallucinations easier…

Uber and Rivian strike $1.25 billion deal: robotaxis to launch in 2028

Habr AI: How Expensive LLMs Became State Managers and Cut Development Costs

Visa readies its payments infrastructure for transactions launched by AI agents

OpenClaw: How to Run an AI Agent on Your Own Server Without Sending Work Code to the Cloud

Startup Memvid is hiring an "AI bully": $800 a day to catch chatbots failing
California startup Memvid posted an unusual job: $800 a day to argue with chatbots for hours and log memory lapses, fabrications and lost context.

eternal.ag raises €8M for robots that harvest greenhouse crops autonomously
Cologne-based eternal.ag has raised €8M for autonomous greenhouse robots. Its tomato Harvester is trained in virtual environments first, then deployed on real farms.

Why Copilot, Claude and Grok break down: how Microsoft and xAI warp chatbot character

In one year, Claude Code went from a beta without plan mode to a million-token context and 9 subagents

Ollama and LiteLLM: a Habr guide shows how to run a local LLM chat in Python without the cloud

Apple could earn more than $1 billion from AI apps while its revamped Siri stalls

Meta scales back outside moderation and hands content review to more advanced AI
Meta plans to sharply reduce its reliance on moderation contractors in the coming years and shift detection of scams, illegal and dangerous content to new AI…

LG and NVIDIA discuss physical AI: robots, data centers and mobility
LG CEO Ryu Jae-cheol met NVIDIA's Omniverse and Robotics director in Seoul. The talks show what infrastructure physical AI needs to work in the real world.









