15 Why is the Timeline of Artificial Intelligence Collapsing?

Lifelong Learning With A. A. Khatana · Oct 12, 2026 · 19m

We often view artificial intelligence as a single, sudden breakthrough, but it is actually the result of a highly structured historical progression. The core tension lies in moving away from systems constrained by rigid, manual rules toward architectures capable of independent decision-making.In this episode, we trace the path of this technological shift. We begin with early rule-based systems, move through the data-driven eras of machine learning and neural networks, and discuss the modern rise of large language models. The conversation highlights how engineering focus has transitioned from…