This is usually the first question companies ask. Not “which agentic AI architecture should we use?” Not “should we use RAG, fine-tuning, or a multi-agent orchestrator?” More often, the real question is much simpler: How much does it actually cost to build a useful AI project? The short answer: anywhere from €3,000 for a POC […]
The trial pitting Elon Musk against Sam Altman and OpenAI is nearing its close. Three weeks of hearings in Oakland have surfaced unexpected revelations, explosive testimonies, and contradictions that embarrass both sides. Here is the complete record. Background: a 2015 promise becomes a 2026 lawsuit The story begins with OpenAI’s founding in 2015. Sam Altman […]
RPA has been the star of enterprise automation for the past decade. Its principle is simple: reproduce human actions in software: “Click here. Copy a piece of data. Paste it into another tool. Download a file. Fill out a form. Send an email.” Technically, an RPA bot works by observing or reproducing a sequence of […]
Everyone has already seen a robot playing table tennis. But until now, no robot was really able to beat strong players over a full match. Ace is different. A team of researchers published a study in Nature on April 22, 2026, about this system. They made it play against five high-level players and two professionals, […]
For the past two years, the AI debate has often felt like a one-way conversation. On one side, LLMs take up all the space. On the other, a few researchers keep reminding us that aligning billions of tokens may not be enough to build a machine that truly understands the world. Yann LeCun is one […]
For the past two years, one idea has kept coming up in AI research: what if the real driver of progress is no longer just training bigger and bigger models, but giving them more compute at the moment they answer? This approach has a slightly technical name, but it matters: test-time compute, also called inference-time […]
In 2026, one of the biggest challenges in AI is no longer choosing the model, but connecting it properly to an information system. Whether it is a CRM, email tools, or design software, value appears when AI can access context and take action inside the tool. That is the role of MCP, which stands for […]
In late February 2026, several international media outlets highlighted a major shift: the explicit alignment between leading American AI companies and the U.S. Department of Defense. This is not merely a technology headline. It is a strategic turning point. Since the Cold War, technology has been a lever of power. But with generative AI, we […]
In late 2025, the three major AI players released their most powerful models yet. OpenAI with GPT-5.2, Anthropic with Claude Opus 4.6 (and its more accessible sibling Claude Sonnet 4.6), Google with Gemini 3 Pro. On paper, the performance gap between them is narrow. In practice, the differences are real, and picking the wrong one […]
Everyone is watching AI but Peter Thiel is watching how it fits in. Who is Peter Thiel? Peter Thiel is the co-founder of PayPal alongside Elon Musk and Facebook’s first outside investor. He built his reputation by betting early and differently. Where many chase rapid growth, Thiel looks for systems that can hold up over […]
World models aim to build AI that can “imagine” the future so it can make better decisions. Up to now, a lot of people have been trying to pit world models against LLMs. Wayve, with GAIA-1, takes a different path, and it’s a pretty bold one. They push the concept in a very “LLM-compatible” direction: […]
In August 2025, Google DeepMind introduced Genie 3, a “world model”: an AI system that can create an interactive 3D world from a simple description. In practice, you can move through it like in a video game, in real time (around 24 frames per second), at 720p, and the world stays coherent for a few […]
