Solomonoff Induction is incredibly powerful. It’s so powerful that it can’t exist in our world. But because of its power, it needs to be handled with care. For it to actually produce accurate hypotheses, you have to expose it to as much evidence as possible, because even the tiniest coincidence in your data (which will happen if you don’t collect the widest dataset possible) would be interpreted as a Deep Rule of the world.
Solomonoff Induction is incredibly powerful. It’s so powerful that it can’t exist in our world. But because of its power, it needs to be handled with care. For it to actually produce accurate hypotheses, you have to expose it to as much evidence as possible, because even the tiniest coincidence in your data (which will happen if you don’t collect the widest dataset possible) would be interpreted as a Deep Rule of the world.