True insight, just like useful pattern recognition requires at least two components:

1. Detecting patterns, even in noisy data

and the more difficult part:

2. Weeding out too noisy, false and misleading patterns from the pool and further developing/solidifying/understanding the remaining patterns.

Any fucking moron can do 1, so can LLMs. The second part is much harder, slower and requires a practised method, not just "I just knew it" -bullshit self-delusion masquerading as useful intuition.