Why is prompt engineering still important in 2026?

Even as models get smarter, prompt engineering remains essential because well-designed prompts can improve performance by 40 to 70 percent on the same model without any training. Even the most capable reasoning models like Claude and GPT-4o still benefit from clear instructions, examples, and structured input. Better models lower the floor but do not eliminate the value of good prompting.