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).

Cloud Crunch: OpenAI and Anthropic Have Locked Startups Out of GPU Access
Cloud providers have handed their spare GPU capacity to the industry's giants. Even startups backed by millions from top venture funds now wait months in line for…

How to Measure Real Intelligence: The Key Benchmarks for AI Agents
Classic tests no longer reflect what neural networks can actually do. We look at which benchmarks show whether an AI agent is ready for real-world business work.

Ace robot dominates table tennis: why it matters for robotics
A machine that beats humans at table tennis is no party trick. It marks a key milestone for high-speed machine vision and motor control.

OpenAI Offers $25,000 to Break GPT-5.5's Biological Safeguards

OpenAI Turns ChatGPT Into an Operating System With AI Agents

How OpenAI Is Speeding Up AI Agents with WebSockets

Free ChatGPT for Doctors: OpenAI Moves to Reshape the Medical Automation Market

Elastic Memory for AI: How kvcached Tackles the GPU Shortage
Dynamic KV cache allocation promises to cut the cost of hosting language models sharply by letting a single GPU's memory be shared efficiently.

xAI's voice model beats GPT Realtime on business tasks
Elon Musk's xAI has unveiled grok-voice-think-fast-1.0. The new model outperformed OpenAI and Google offerings at managing complex business workflows.

DeepSeek-V4: How New Compression Algorithms Made a One-Million-Token Context Real

DeepMind's Decoupled DiLoCo Tackles the AI Scaling Problem

The End of AI Isolation: How the Model Context Protocol Connects Models to the Real World

Kaggle, now under Google DeepMind, launches Benchmarks SDK for comparing large AI models

OpenClaw outgrew Linux on GitHub: why the engineering scaffolding matters more than the neural network
Chief AI Architect Andrey Nosov explains how Kafka, Pydantic schemas and Human-in-the-Loop turn unpredictable LLMs into reliable production systems.

Claude Opus 4.6 found a 23-year-old Linux kernel vulnerability in a single weekend
Researcher Nicholas Carlini ran a simple Bash script with Claude Opus 4.6, and the model found a critical hole in the Linux file system that had existed since 2003.









