Ralph Schwehr

Something has changed. Not in the headlines, not in the quarterly reports, but in the way work is done. Quietly, but consistently. An open-source project with over 120,000 GitHub stars is growing into the world's most discussed agent platform. Developers, companies, and infrastructure giants are realigning themselves. What sounds like an experiment today will be standard practice tomorrow. At OAK AI , we installed and tested OpenClaw and now actively use it. Getting started wasn't easy;...

There are moments when the future ceases to be a promise. The last week of March 2026 was such a moment. Within a few days, OpenAI closed the largest private funding round in the history of technology, more venture capital flowed in a single quarter than ever before , and companies like Salesforce took a step that demonstrates: AI agents are no longer an experiment, they are an operational reality. Anyone who misses these developments is turning the page on a chapter that will define the...

A single number has been shaking up the strategic halls of the global economy this month: 83.0 percent. That's the score achieved by OpenAI's new model, GPT-5.4 "Thinking," on the GDPVal benchmark, a test that doesn't solve academic puzzles but evaluates real-world professional work: sales presentations, accounting spreadsheets, and production drawings across 44 professions and nine industry sectors. This means AI outperforms human experts in four out of five measurable tasks. Morgan Stanley...