Complexity Forces Engineers To Add Indirection

A blog post examines how engineering fixes introduce complexity, using a spin-lock implementation, aviation comparisons, and Ashby’s Law to illustrate trade-offs. It highlights modern LLMs' size — Meta's Llama 4 has 17 billion active parameters and up to 400 billion total — and argues practitioners sometimes use these complex AI systems to solve problems created by software complexity.