LLMs

🎧 Prefer to listen? Your browser does not support the audio element. Last week I asked ChatGPT, Claude, and Gemini to write a product description for a handmade candle business. Same prompt, three tools. The outputs were nearly identical — same adjectives, same rhythm, same “elevate your space” energy. That’s not laziness on their part; it’s how large language models work. They predict the most probable next token based on patterns in the same training data, so when millions of people ask similar questions, the models converge on the same “average” response. If you’re a solo builder using AI for content, emails, or product copy, you risk sounding exactly like every other solo builder using the same tools. ...

AI models increasingly agree with each other. A new startup is building diversity back into the system — and solo builders should pay attention.