Volume I · Foundations
Dive into the heart of Large Language Models. An accessible technical guide that demystifies how ChatGPT and generative AIs work, with 9 executable Python scripts.
Volume II · Investigation
Volume II by Mustapha Alouani: build tools around LLMs, measure their results and put conclusions to the test.
AI & education
A comprehensive work that explores the different facets of artificial intelligence in education. Designed for teachers, students and educational actors who want to master the challenges and opportunities of AI.
References and tools to move from understanding to practice.
LLM Mechanics · llmmechanics.com
From the first token to the mechanisms that build a response.
December 27, 2025
Master temperature, top-p, and top-k to control LLM creativity, reduce hallucinations, and get reliable outputs. Practical advice, frameworks, and book insights.
Read articleDecember 27, 2025
Discover how steering lets you guide an LLM at inference time, without retraining. Concepts, use cases, frameworks, and best practices for robust, indexable content.
Read articleDecember 27, 2025
Master RAG (Retrieval-Augmented Generation), chunking and embeddings for robust AI assistants. Explanations, pitfalls, frameworks, and practical advice.
Read articleDecember 27, 2025
Master LoRA and QLoRA (PEFT) to fine-tune LLMs on consumer GPUs. Practical advice, frameworks, and book insights for engineers and researchers.
Read articleJanuary 31, 2026
In-depth analysis of systemic AI shifts in higher education: generalization of PIX IA, the AI Act, global initiatives, and a feature on the erosion of critical thinking.
Read articleNovember 15, 2025
Special issue on Morocco's AI strategy: UN leadership, Digital X.0 framework law, Morocco Digital 2030 strategy, regional hub role, and sovereign infrastructures.
Read article
