Blog.

Artem Golub

Entrepreneur and passionate innovator exploring how emerging technologies reshape humanity, business and society.

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Now We're Just Vibing (or Not): How Programming Became a Conversation with AI

Back in the day, you had to know your processor's architecture to write a program. Now? You just need to have a vibe. What exactly is "vibe-coding," and why are we even talking about it? It sounds like the kind of buzzword that would make any serious software engineer roll their eyes back so far they could see their own frontal lobe. And yet, here we are in 2025, watching what may well be the next natural evolutionary step in software development unfold before our increasingly perplexed eyes.

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What to Read and Watch about LLM Training and Reasoning?

8 Resources to Better Understand How Modern Models Work and Learn 1. Andrej Karpathy’s 3-hour video “Deep Dive into LLMs like ChatGPT” Comprehensive high-level overview covering the basics, architecture, fine-tuning, reasoning, and reinforcement learning for LLMs. Perfect for your first deep dive into LLM theory. Also, a follow-up video about practical use of LLMs: 2. “Transformers” by 3Blue1Brown. A visually intuitive video explaining the internal structure of transformers. Essential to

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The Age of LLMs: Reigning Champions or Doomed Titans?

The history of AI. Part 3 Artificial intelligence used to be the realm of wild sci-fi dreams. We imagined sentient machines plotting world domination or giving ominous warnings in robotic tones. While we haven’t reached the stage of “kneel before your AI overlord,” Large Language Models (LLMs) are now the stars of the show. They are reshaping industries with their impressive ability to generate text, code, and even poetry. Fueled by trillions of parameters and an endless hunger for data, they h

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Deepseek open days. finance day

All last week, DeepSeek held “open house days” — each day they published a repository with code that is in some way used for creating and…

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The Future of Computing, or Not Just Yet?

Google recently released Willow — the world’s first quantum chip demonstrating exponential scaling capability in computations.

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