By Aarav Kumar — 28 May 2026

Introduction

Modern AI systems are extraordinary at recognizing patterns.

Large Language Models can write essays, generate code, solve equations, and simulate conversations with remarkable fluency. But after building and training smaller language models myself, I began noticing something deeply unsettling:

The models were not truly learning.