The book that doesn't expire. Live code, updated benchmarks, and a community of engineers who think — not just prompt.
30 chapters. 200+ pages. Every claim sourced. Every code example runs.
Scan QR codes inside the book to unlock companion resources.
Every code example opens in Google Colab. Click and run — zero setup.
Benchmarks, model rankings, salary data — updated weekly.
Interactive challenges that extend each chapter.
Discord with channels per chapter. Learn together.
Code, links, and exercises for book owners. Scan the QR code in your chapter.
Why everything you learn about AI models expires in 90 days — and what to learn instead.
How LLMs actually work. Pattern matching vs. reasoning. The LeCun bet.
RLHF, sycophancy, and why your AI assistant says "great idea" to bad ideas.
$67.4B in losses. Detection methods. Build your own hallucination detector.
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Coming SoonEngineers who think, not just prompt.
What changed in ML this week. New models, benchmarks, jobs — curated, no noise.
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Launching SoonGo deeper. The book gives you foundations — courses give you mastery.
20 hours. From zero to understanding models, data, and deployment.
Coming Q2 202630 hours. The skill that separates amateurs from professionals.
Coming Q3 2026Resume, portfolio, mock interviews. Land your first ML role.
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Ilya Emelianov — author of "AI, Cognitive Inequality, and the Illusion of Progress" (Book I) and co-founder of evo-study.com, an education platform helping people worldwide access top academic opportunities, develop advanced technical skills, and build competitive careers in modern fields such as ML and AI.