It's All Mathematics: How Language Models Actually Work

This creative work exposes a critical truth often obscured by AI hype: large language models are purely mathematical systems of weights and matrix operations, lacking internal knowledge bases or reasoning modules. Understanding this fundamental architecture is essential for accurately assessing AI's capabilities and limitations, moving users and policymakers beyond mystification toward genuine comprehension. This insight forms the foundation for meaningful AI literacy in our increasingly AI-driven world.