LLMs are stuck in a groupthink groove. This startup is trying to get them out.

Researchers have found that large language models frequently produce predictable, repetitive patterns when asked for random inputs, suggesting these systems struggle with genuine randomness. A startup is currently working on technical interventions to address these systematic biases in model training and output generation.