I spend quite a lot of time noodling on this. The thing that became really clear from this o3 announcement is that the "throw a lot of compute at it and it can do insane things" line of thinking continues to hold very true. If that is true, is the right thing to do productize it (use the compute more generally) or apply it (use the compute for very specific incredibly hard and ground breaking problems)? I don't know if any of this thinking is logical or not, but if it's a matter of where to apply the compute, I feel like I'd be more inclined to say: don't give me AI, instead use AI to very fundamentally shift things.