AI

23 Oct 2026 AI tokens are becoming a currency. Watch who issues it. Tokens are turning up as credit-card rewards, phone plans, dumpling vouchers and job offers. They look like money. They behave like company scrip, and the market that actually formed is for compute. AI ai · product-development 5 min

20 Oct 2026 AI products can be cloned in a week. Here’s what can’t be copied. In early October 2026 one developer published an open-source Photoshop rebuild, built in about nine days with an AI model. Copying a product's surface is now cheap. The parts a copy cannot take are the ones to build around. AI ai · product-development 4 min

19 Oct 2026 Free AI signups but no paying customers? Test distribution first Free signups feel like progress, but they don't tell you whether an AI product will sell. A one-week test shows whether the problem is reaching people or the message, and which fix to try first. AI ai · product-development 4 min

18 Oct 2026 Your AI product has no users. The problem is not the product. You launched, nothing happened, and now you blame the product. Before you rebuild anything, find out which of the three failures you actually have, because all of them feel identical from the inside. AI ai · product-development 4 min

9 May 2025 The Personalized AI Revolution: A Framework for Individual Sovereignty in the Digital Age We stand at an inflection point in human-computer interaction. The next paradigm shift won’t come from more powerful models or faster processors, but from a fundamental reimagining of who serves whom in the digital ecosystem. What I envision is not just human-centric AI, but something far more radical: individual-centric intelligence systems that exist solely to amplify personal […] AI 4 min

7 May 2025 5 AI Money-Making Platforms You Should Use in 2025 Five AI platforms pitched as passive-income engines in 2025: what each one does, how people use it to earn, and what to check before you pay for one. AI 3 min