Prompt Engineering is Dead. Long Live Context Engineering: The 2027 Shift You Cannot Afford to Ignore
Prompt Engineering is Dead. Long Live Context Engineering: The 2027 Shift You Cannot Afford to Ignore Remember when you thought prompt engineering was just about asking ChatGPT nicely? Yeah, I did too. I spent months crafting the “perfect” prompts, tweaking every word, adding more context, changing roles, asking the AI to think step by step. And still, the output missed the mark. Every. Single. Time. The Hidden Cost of Better Prompts A beautifully written prompt can produce crisp, confident, and completely wrong answers. This is what industry experts now call crisp slop: text that reads well, sounds authoritative, and would not survive five minutes of scrutiny from someone who actually does the job. When you improve the prompt but fail to improve what the AI actually sees, you are not solving the problem. In fact, you are just making the wrongness harder to spot. Here’s a stat that stopped me cold: 66% of organizations report their AI models generating biased or misleading insigh...