François Fleuret of Meta FAIR argues understanding complex systems requires a collage of perspectives, framing deep learning interpretability

@francoisfleuret Our brain's just a weird collage engine.

@francoisfleuret Objective reality is the superposition of all models

IMO, like any real hard topic in math of physics, "understanding" means to have a weird collage of dozens of "views" so that our monkey brain can operate as is there was an actual object looked at, even though nope.

@francoisfleuret Well your brain is a NN itself, that means NN also work that way

@francoisfleuret Enough perspectives that you're "used to it".