🧠 The "Groupthink" Problem in LLMs

Modern large language models (LLMs), such as ChatGPT, Claude, and Gemini, often suffer from excessive predictability and uniformity in their responses. Australian startup Springboards has developed Flint, a model based on Qwen 3, which intentionally introduces variety into generation by injecting non-standard options at key points in the text.

🌍 The emergence of such models challenges the "safe average" approach that dominates major players. This could lead to a market split between general-purpose LLMs and specialized creative tools.

👤 For creative professions and marketing, this is an opportunity to break free from the conventional patterns and clichés often generated by standard chatbots.

Source 1: https://www.technologyreview.com/2026/07/01/1140003/llms-are-stuck-in-a-groupthink-rut-this-startup-is-trying-to-get-them-out/