Technology and tools: how it works inside and what to do with it in practice.
6 articles
A new class of models has appeared. TypeSafe AI's Jev does not write text — in a fraction of a second it returns a finished decision: choose, score, give a probability. I look at how a layer like this takes hundreds of small decisions away from GPT and Claude inside AI agents, where it already works and where it breaks.
A year ago AI was measured by what it cost. Now it is measured by what it returns — and the return has split apart: the technology is ready, the business is not. A consolidated breakdown of twenty reports from IBM IBV, PwC, KPMG, Microsoft, BCG and Stanford HAI for 2025–2026: eight directions, 68 findings and what they mean for companies.
From DataOps to AIOps: what production-ready AI systems are actually made of, and why the model alone delivers no business value. These days AI agents that act on their own are nothing new. In demos it all looks great, but in production most of those agents don't work. So how do we make them production-ready? Let's figure it out. A business…
Robots are starting to learn on their own. Not just to execute pre-trained actions, but to try out solutions in the real world, make mistakes, analyze the result, change their own behavior and save successful actions as new skills. And the next step is even more interesting: a robot can accumulate experience on its own, turn it into data and use that data to train faster specialized models. I've broken down why this could become one of the most important shifts in modern robotics.
How to turn product idea generation from creative chaos into a reproducible system: market signals, competitors, segments, ICP, interviews, Pain Map, JTBD, hypotheses and Lean Canvas — with AI agents at every stage.
AI is gradually turning sport into a computing system in which every movement becomes data. We understand ever more precisely how the human body moves, where its limits lie and what can be changed to make it faster and stronger. Let's look at how artificial intelligence is already changing sport — and how far this can go. The most influential AI…