Category: Exploring AI

Some problems are not hard because the answer is far away. They are hard because the language we are using makes them expensive to think about. That sounds abstract, so try this. Remind yourself how to do long division. Not fun, but possible. Now imagine doing the same calculation using Roman numerals. The math did…

AI is often strongest where human knowledge is thickest. Ask it about a common problem, a well-documented process, a familiar argument, or a pattern that has appeared thousands of times before, and it can be astonishingly useful. It summarizes, compares, explains, translates, and connects ideas across knowledge silos faster and more coherently than any human…

AI is very good at turning messy information into a neat summary. That is useful. It is also where things can go quietly wrong. I explored to try to get to the root of the issue. One of the easiest mistakes to make with AI is asking it for “the average” and thinking you understand…

AI can analyse thousands of numbers in seconds. It cannot rescue a number that was never clearly defined. I explored to try to get to the root of the issue. Imagine three people are asked to measure how long a process takes. One starts the clock when the application is submitted.Another starts when someone opens…

AI is very good at sounding confident. That is useful when the facts are clear. It is dangerous when the facts are missing. I explored to try to get to the root of the issue. One of the easiest mistakes to make with AI is asking it to explain a situation before anyone has measured…

Sometimes AI gives a bad answer because the model is wrong. Sometimes it gives a bad answer because the question already smuggled in the wrong story. I explored to try to get to the root of the issue. Most of us think of questions as neutral. They are not. A question carries assumptions, blame, fear,…

Some work only exists because one person knows how to do it. They know which form to check, which message to send, which setting to avoid, which exception matters, and which shortcut quietly breaks everything. It works — until they are sick, busy, unavailable, or the work needs to happen somewhere else. I explored to…

Most problems do not break where people think they break. They break in the handoff. I explored to try to get to the root of the issue. The email was sent, but nobody owned the follow-up.The form was filled out, but nobody checked it.The customer called, but the note stayed in someone’s head.The task was…

Most people ask AI for answers. Better users ask it for a plan. The best users ask it for the test. I explored to try to get to the root of the issue. A plan is not proof. That is the trap. AI can give you a clear sequence of steps that sounds practical, confident,…