There is a design contradiction at the center of how high-reasoning AI tools work, and it is worth naming precisely.
The promise is leverage: brief, high-intent sessions. You bring the question, the tool brings the synthesis, and you leave with more than you arrived with. That is the value proposition.
Here is what often happens instead. You arrive with a