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).

How a Single System Prompt Turns an LLM into a Reliable Tool: Tests on Qwen and DeepSeek
One system prompt can curb LLM hallucinations: tests on Qwen and DeepSeek show an "exoskeleton" of rules turns an overconfident fibber into a trustworthy tool.

MIT develops a method for detecting discrimination in AI decision-support systems
MIT researchers built a testing tool that pinpoints where AI decision-making systems treat individuals and entire communities unfairly.

Meta Developed a Secret Model Called "Avocado" — What It Says About the Company's Strategy
Meta's unfinished AI project, codenamed "Avocado," shows how tech giants decide what to ship to market and what to keep in the lab for good. *Meta is designated an…

Stephen Marche: Writers need to accept AI, but human writing isn't losing its value

OpenAI, MiniMax and Nvidia set the tone for March in AI: Sora, GPT-5.4 and a bet on Mira Murati

AI-first startups: why growth marketing stalls and what breaks in the funnel

US Tech Companies Accelerate Layoffs as AI Investment Grows

Rocket Close cuts mortgage document processing time by 15x with AWS
Rocket Close and AWS made mortgage document processing 15x faster, pairing Amazon Textract for OCR with Amazon Bedrock for segmentation, classification and field…

Anthropic CEO Dario Amodei promises "good AI," but critics call for slowing the race
After the Anthropic chief's visit to Canberra, Australia's AI debate has shifted from promises of growth to who pays for automation, data centers and displaced…

Fortis Solutions bets on human-supervised AI and trust infrastructure

China approves five-year plan through 2030 with targets for mass AI adoption

Habr: AI agents are reshaping delivery, forcing teams to rebuild the entire development cycle

M2 handed 40% of its marketing copy to AI without losing content quality

OpenAI API and GPT Fan-Out Queries: How SEOs Can Analyze AI Search
The author shows how to pull GPT's hidden fan-out queries through the OpenAI API and use them to analyze how AI models gather sources and build answers.

Hack The Box: How MCP Inspector Turns AI Tooling Into a New Attack Surface
A walkthrough of Kobold from HTB Season 10 shows how one dev utility for AI servers can lead to RCE, LFI, credential reuse and full host takeover via Docker.









