Excellent points. I agree that frontier models get things wrong all the time. They are NOT oracles. I believe that we need to encourage our peers to become sophisticated operators of these systems, instead of treating the output like Moses and the 10 Commandments. Perhaps we need more specialists, because the major AI labs lack the incentives to venture down the long tail of knowledge. Agents can be a piece of the learning puzzle, despite their imperfections. Again, thanks for your reply. It gave me lots to think about.