The Quiet Threshold There's a moment in working with generative models that nobody really talks about, because it doesn't look like progress. It looks like surrender. For the first few months you write prompts. You optimize them. You collect tricks: chain-of-thought, role assignments, few-shot examples, the right magic words. You treat the model like a stubborn intern who needs very precise instructions. And it works — sort of. You get outputs. You ship things. Then one day you notice you've sto