The way ChatGPT Data Analysis works is that ChatGPT generates python code that does the transformation step. Because python code is static and deterministic, yo

The way ChatGPT Data Analysis works is that ChatGPT generates python code that does the transformation step. Because python code is static and deterministic, you can always re-run the code to get the exact output over and over again. If you want it rolled back, just re-run the code, but run fewer lines of it. In fact, this is probably more accurate than custom UIs that log actions you take, since to build that UI, engineers need to make sure each action is logged (and it's easy to forget to log one!).