Stop Fine-Tuning Your LLM. You’re Solving the Wrong Problem.
Just mentioning ASD-STE100—a notoriously strict aerospace style guide—in your prompt gets 72% compliance from an LLM with zero fine-tuning. The model already internalized the rules. The real bottleneck in AI content quality isn’t model capability or training infrastructure. It’s how specifically you articulate what you want. Most output problems are articulation failures, not capability failures.