For the last 12 months labs have been 1. check-pointing 2. train til model collapse 3. revert to the checkpoint from 3 months ago 4. People have gotten used to the shitty new model Antropic said they "don't do any programming by hand" the last 2 years. Antropic's API has 2 nines