⁠Stanford just exposed what AI vendors are hiding: 90% of agents fail the moment they leave the demo. Microsoft Copilot, Google's latest, all promise the world. But in real life? 90% fall apart fast. I just read the newest Stanford paper. Scanned hot Reddit threads from AI builders. The reality hits hard: Most "smarts" come from tricks that don't hold up. Hidden costs are insane energy, water, carbon. A few smart teams are quietly fixing this today. Using tools like Google's Gemma Scope. Adding basic human checks. I pulled it all together into a short, easy-to-read playbook. Simple checklist. Real code snippets. A few practical options you can try tomorrow. No fluff. Want it? 1️⃣ Comment "AGENTS" below 2️⃣ Connect with me (so I can DM you) 3️⃣ Like this post

Google vient de lâcher 12 outils IA gratuits Google est en train de connecter design + app + automation + image + musique + vidéo + code dans un seul écosystème… et le plus fou, c’est que la plupart de ces outils sont gratuits. Dans cette vidéo, je te montre 12 outils Google qui peuvent te faire gagner un temps monstrueux en 2026. Commentez DOUZE sous la vidéo, je vous envoie la liste complète des 12 sites. Abonnez-vous, la suite va aller très vite.