Thinking About AI | Thinking Companion

How Machines Learn | Thinking Companion

What does it really mean to learn something? Not memorize — but truly learn? In this episode, we explore that question through students, bicycles, and machine learning models. Spoiler — the answer is messier and more human than you'd expect.#DecodingComplexities #ArtificialIntelligence #MachineLearning

Thinking About AI | Thinking Companion

In this first episode, I take a step back to reflect on something that has quietly become part of our everyday lives — Artificial Intelligence. AI is everywhere — in our work, our conversations, and the tools we use daily. But why has it suddenly become the center of attention? What has truly changed? And how is AI different from the traditional software systems we’ve built for years? This isn’t a technical deep dive. It’s a calm and exploratory conversation about what AI really is, how machine learning shifts the way programs work, and why understanding these foundations matters. The goal isn’t to provide all the answers — but to begin asking better questions. This is just the beginning.