General

You built a working AI prototype—great. Now comes the moment of truth: real users. Most failures don’t come from the model; they come from the system around it. A prototype is a single-player demo; a product is a multi-user system. This piece shows how to make that shift: think in…

Most AI projects fail not because the models are inaccurate, but because they solve problems no one truly needs. The key is not to chase “AI,” but to focus on solving a painful, paid problem. Despite massive AI investments, 74% of companies see no real value because their solutions lack…

The belief that intelligence can be measured by a single IQ score is fading fast. Research and emerging AI models reveal that IQ tests capture only a small slice of human capability — mainly logical reasoning and memory — while ignoring creativity, emotional understanding, and ethical judgment. Even advanced AI…

When we look around, we see both success and failure. I once noticed two fast-food restaurants side by side, selling the same food. Yet, one was full, and the other didn’t have a single customer. It made me wonder: was this just luck, or the framework of vision, strategy, and…