Comment by BlackFly

All available evidence points to it being an incremental improvement at best. Higher claims are attributable to the psychological effect of the AI sycophancy problem which erases the Dunning-Kruger effect and makes even experts extremely overconfident.

You still have to read the output of your LLM. Learning by reading alone and not doing is not nearly as effective.