Why now instead of 4 years ago.  It's all happening as Pute predicted.  The destruction all seems unnecessary on account of Bide not having the least interest.  It's not the asymmetric war US struggled with in the middle east for 20 years.  US is equipped to easily finish the organized Russian military.

Between doing nothing about the ports shutting down to doing nothing about semiconductor factories shutting down to doing nothing about inflation to doing nothing about Russia, doing nothing is now getting a lot of animals killed.

https://www.youtube.com/watch?v=SBBJ_JzV8u4

It was a confuser animation.  Then came the same emptiness whenever lions realize something is fake & they were living in a parallel universe.  A few bits didn't make sense, like how modern jets could ever get that close together & how Ukraine still had any air force.  All the airports are controlled by Pute & there are certainly no supplies to feed a jet.  Helas, the ghost of Kiev is some kind of romantic fantasy.  He's made of flame & air.

Had a nightmare about working in the Tesla autopilot team.  

There were thousands of H1B's each working a different failure mode.  Every time an autopilot disengaged, it sent an alert to an H1B who would then try to write a new conditional statement to handle the failure.  They were writing thousands of conditional statements to handle all the disengagements.

The part which relied on neural networks was only object detection.  That was a more automated process of labeling video from all the cars.  There were H1B's manually labeling photos, but most of it was automated labeling using a bigger neural network than what was in the cars.

25 years of working fuzzy logic problems have given it a reputation as a pit of despair.  It's much easier to make computers calculate bank statements than to infer meaning from incomplete information.