Dr. Marcel Müller·Nov 4Your AI Agent PoC Is Not One Step Away From Production. It Is Three Lanes Away.Why integration, QA, procurement and governance take 12 months after a 6 to 8 week PoC, and the three criteria that decide whether it…A response icon1A response icon1
Dr. Marcel Müller·Oct 21The Internet Is on Fire… and AI Detected ItPHP2Shell, two critical bugs in PHP found with AI, puts 70% of the web at risk, and here is what I did in my own company and what I tell my…
InDeep Tech InnovationbyDr. Marcel Müller·Oct 17Timing Is Everything: Why Porsche Revealed the Mission S on the Same Night as the Tesla RoadsterPorsche’s clash with the Tesla Roadster was more than bad luck, and it shows why every company now has to monitor signals from competitors…
Dr. Marcel Müller·Oct 14The AI Pyramid: How Far Public Models Get You and Why Enterprises Lag BehindEnterprises are one to one and a half years behind freelancers, and how you use the public frontier models matters more than which models…A response icon1A response icon1
InDeep Tech InnovationbyDr. Marcel Müller·Oct 13Benchmaxxed or Brilliant? What a Broken Lava Lamp Taught Me About Choosing ModelsWhen Meta launched Muse Wonder, I was scrolling Twitter for first user reports and found something weird. I was looking at a lava lamp with…A response icon1A response icon1
InDeep Tech InnovationbyDr. Marcel Müller·Nov 24, 2025The AI Browser TrapBetween Automation and Data Collection
InTDS ArchivebyDr. Marcel Müller·Jan 20, 2025Why Generative-AI Apps’ Quality Often Sucks and What to Do About ItHow to get from PoCs to tested high-quality applications in productionA response icon4A response icon4
InTDS ArchivebyDr. Marcel Müller·Nov 29, 2024Why Internal Company Chatbots Fail and How to Use Generative AI in Enterprise with ImpactStart with the problem and not with the solutionA response icon23A response icon23
