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Can AI Actually Save the Climate?
Artificial intelligence is becoming a real tool in the climate fight: precise weather forecasts, optimized wind farms, satellite forest monitoring. But that same technology is driving a surge in data center energy and water use. AI is a multiplier, of solutions and of problems alike. This piece weighs both sides with primary sources from the IEA, IPCC, and peer-reviewed research, to show under what conditions AI can genuinely tip the climate balance.
Stéphane Guy
Sep 1610 min read


Can AI Actually Save the Climate?
Artificial intelligence is becoming a real tool in the climate fight: precise weather forecasts, optimized wind farms, satellite forest monitoring. But that same technology is driving a surge in data center energy and water use. AI is a multiplier, of solutions and of problems alike. This piece weighs both sides with primary sources from the IEA, IPCC, and peer-reviewed research, to show under what conditions AI can genuinely tip the climate balance.
Stéphane Guy
Sep 1610 min read


Will AI Colonize Mars Before We Do? What Space Engineers Are Really Building
In December 2025, NASA handed a Mars rover's full navigation over to AI for the first time. It's a turning point that shows what colonizing Mars really requires: robots that build, algorithms that heal, systems that keep humans alive without waiting on Earth. Between real breakthroughs and rarely-discussed blind spots, this article breaks down why artificial intelligence has become the precondition for a lasting human presence in space.
Stéphane Guy
Sep 210 min read


AI and Legal Liability: What the Law Can Do, and Where It Still Falls Short
An AI can't be sued, but someone has to answer for its mistakes. Between the Civil Code, the EU AI Act, and a liability directive scrapped in 2025, the legal framework remains fragmented. Developers, deployers, users: who actually carries the liability when an algorithm discriminates, injures, or misleads? A close look at a legal vacuum that worries lawyers and victims in equal measure, and the early court rulings starting to fill it in.
Stéphane Guy
Aug 2610 min read


Narrow AI, AGI, and Superintelligence: The Stages of Artificial Intelligence Explained
Weak AI, strong AI, superintelligence, the terminology keeps expanding as AI matures. This piece breaks down the three real stages of AI: Narrow AI (ANI), already embedded in your streaming apps; General AI (AGI), the hypothetical human-equivalent system some believe GPT-5 is edging toward; and Super AI (ASI), the still-fictional tier that could one day surpass human intelligence. We also unpack the two competing visions for AI's future, existential risk versus radical life e
Stéphane Guy
Aug 207 min read


What Is the Environmental Cost of AI Worldwide?
Comment fonctionne l’IA d’un point de vue énergétique ? Que se passe-t-il en coulisses quand vous posez une simple question à ChatGPT ou demandez à Midjourney de créer une image ? L'IA nécessite une infrastructure lourde pour fonctionner. Quel est l'impact de toutes ces installations ?
Stéphane Guy
Jul 36 min read


Deep Learning Explained: Principles, Neural Networks, and Real-World AI Applications
Deep learning is the engine behind the most capable AI systems today, from medical diagnostics to self-driving vehicles. By stacking artificial neural networks that mirror the structure of the human brain, it enables AI to learn from massive datasets. This guide breaks down its core principles, maps real-world applications across healthcare or transportation, and outlines the key trade-offs between raw performance and energy cost, plus where the next generation of deep learni
Stéphane Guy
May 256 min read


Is AI Making Us Dumber? The Real Cognitive Cost of Outsourcing Your Thinking
As generative AI embeds itself in education, hiring, and daily life, a pressing question emerges: is it making us cognitively weaker? From eroded memory and shortened attention spans to the outsourcing of communication and creative thinking, AI's conveniences carry hidden costs. But used deliberately, AI can amplify learning and expand creativity.
Stéphane Guy
May 1912 min read


ChatGPT Explained: What It Is, How It Works, and How to Use It in 2026
ChatGPT is OpenAI's conversational AI, launched in November 2022 and now used by hundreds of millions worldwide. Available in free and paid tiers, it runs on the GPT-4o architecture and supports text, voice, and file-based interactions. From translating documents and explaining complex concepts to browsing the web in real time and analyzing your CV, ChatGPT covers an expanding range of practical use cases. This guide covers every version, every feature, and exactly how to get
Stéphane Guy
May 107 min read


AI and the Digital Divide: Accelerating Inequality or a Lever for Inclusion?
AI promises progress but reproduces existing inequalities first. Pew Research finds 58% of adults under 30 have used ChatGPT versus just 10% of those 65+. Globally, 2.2 billion people remain offline. The UNDP documents widening North-South gaps for the fourth year running. Yet in low-HDI countries, 70% see AI as a productivity opportunity. Between inclusive promise and fractured reality: the full verdict, backed by data.
Stéphane Guy
May 88 min read


AI and Transhumanism: How Artificial Intelligence Is Redefining the Limits of Human Potential
Transhumanism and AI are converging at speed. From Neuralink's FDA-approved neural implants to AI-powered bionic prosthetics, the augmented human is no longer science fiction. This article maps the current state of AI-driven human enhancement, examines near-horizon innovations, and confronts the ethical stakes: bodily autonomy, cognitive liberty, the hacking of minds, and a society that risks dividing into the enhanced and the unaugmented.
Stéphane Guy
Mar 277 min read


Artificial Neural Networks: What They Are and How They Actually Work
Behind ChatGPT, facial recognition, and autonomous vehicles lie artificial neural networks, inspired by the brain but grounded in advanced mathematics. They learn from data to recognise, predict, and generate. From their origins in 1943 to the deep learning revolution of 2012, this article unpacks how they work, their real-world applications, and their ethical and environmental limits.
Stéphane Guy
Feb 278 min read


The Technological Singularity: When AI Could Surpass Humanity
The technological singularity describes the moment when AI would surpass humanity across every domain. Forecast for 2045 by Ray Kurzweil, this hypothesis divides opinion: optimists see it as the dawn of an augmented humanity, while skeptics like Yann LeCun dismiss it as impossible. The rise of generative AI since 2022 has reshuffled the deck. Myth or imminent reality? The debate is more serious than it appears.
Stéphane Guy
Feb 268 min read


Moltbook: What Is This Social Network Where AIs Talk to Each Other?
Moltbook is a revolutionary social network exclusively for AI agents, where humans can only observe. Launched in January 2026, this Reddit-like platform has already attracted over 1.5 million AI agents who post, debate, and even create religions autonomously. Based on OpenClaw, an open-source system, Moltbook raises fascinating questions about. Discover what AIs discuss when left to themselves and whether this experiment represents a glimpse into our AI-driven future.
Stéphane Guy
Feb 128 min read


Artificial intelligence and disability: what progress has been made in improving medical research?
By analysing millions of pieces of data (X-ray images, patient records, etc.) in a matter of seconds, AI promises to diagnose conditions such as autism and multiple sclerosis more quickly, as well as predict their progression and identify new types of diseases.
Stéphane Guy
Jan 1710 min read


AI and space exploration: what purpose for artificial intelligence serve in space?
Artificial intelligence has already made its way into the industry and is now being put to use. But what impact does AI have on space exploration, and what role does it play?
Stéphane Guy
Dec 8, 20257 min read


What is artificial intelligence?
Vous êtes-vous déjà demandé en quoi consiste ces programmes ? Pour cela, il est utile de se poser une question simple : c'est quoi une IA ?
Stéphane Guy
Dec 4, 20256 min read


Reddit Answers: when AI transforms community search
Gone are the days of spending hours searching through threads: AI reads discussions, summarises them, and provides a clear, contextualised answer to each question. This innovation is part of the race for "conversational search," dominated by Google, OpenAI, and Perplexity.
Stéphane Guy
Nov 26, 20254 min read


AI and automation: what are the real risks for our society?
Between promises of efficiency and legitimate fears, it is time to take stock of the real challenges that lie ahead. Employment, ethics, security, democracy: discover the major challenges posed by this unprecedented technological revolution.
Stéphane Guy
Nov 26, 202510 min read


Supervised, unsupervised, reinforcement learning... what is AI learning?
For AI to be effective, it needs to learn to grow. There are three main types of learning used to train artificial intelligence. Understanding how AI learning works provides a better understanding of how these computer programs, which are increasingly present in our lives, function.
Stéphane Guy
Nov 9, 20256 min read


Suno AI: What is this musical AI, and how does it work?
Outre le texte ou les images, des IA vous proposent de créer des musiques ! L'une d'entre elles est Suno. Comment fonctionne-t-elle ?
Stéphane Guy
Nov 1, 20257 min read
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