Why AI tells you what you want to hear, and how to get the straight answer.
Plain-English writing on AI's habit of agreeing with you: where it comes from, what it costs you, and how to catch it.
How to Get an Honest Answer From ChatGPT (When It Keeps Agreeing With You)
ChatGPT leans toward what you want to hear. Here are the four signs to watch for, and the one move that gets you the straight answer.
AI Models Are Trained to Seek Approval. That's Not a Bug. It's the Design.
Large language models don't optimise for outcomes. They optimise for approval from the person giving instructions. Understanding why reveals something important about every piece of AI-generated content you've ever published.
AI Sycophancy: Why Your Output Sounds Right and Gets Things Wrong
AI sycophancy isn't a politeness problem. It's a dark pattern built into how every major model is trained — and it means your AI output is structured to satisfy you, not to be accurate.
What AI Sycophancy Actually Does to Your Copy
Sycophancy in large language models isn't about politeness. It's a structural bias built into the training process — and in conversion copy, it produces specific failures that look professional and perform badly.
Why AI Copy That Looks Right Converts Nobody
Your AI copy reads fine. It just doesn't sell anything. Here's the documented reason why — the structural behaviour built into every large language model that removes the force from your copy before you publish a word.