Exploratory programming is definitely something that happens more in small groups than large ones. You could use it in large projects if they were organized so that each bit of the program had a single "owner." But in the kind of large project where lots of code is touched by multiple authors, I don't think you could do exploratory programming. In fact, you can barely do non-exploratory programming.
