> The salt in the wounds is that universities are flush with cash, yet its spent on anything and everything except for the welfare of the students.
Maybe the elites. State schools and small colleges are not flush with cash and many have been shuttered or severely downsized recently. Though they could still spend their limited funds better.
And no evidence - literally nothing - presented to support the idea of looming AGI except ‘some people in the business/in the government said so, and I believe them.’
I think of hallucinating as a phenomenon where the model makes up something that appears correct but isn’t. Citations to papers that don’t exist, for example. Regurgitating training data (which may or may not be correct) is a different issue.
PyTorch is just much more flexible. Implementing a custom loss function, for example, is straightforward in PyTorch and a hassle in Keras (or was last time I used it, which was several years ago).
Unfortunately a rain/sleet/ice/wet snow mix is now more common than 'dry' snow in my part of the northeast US, necessitating waterproof gear if you want to be outside in the winter.
But where do you find a good agent? My experiences have been of sellers agents dramatically undervaluing my property hoping for a quick sale and buyers agents with none of the qualities you mention, just a desire to push me to buy at any price asap regardless of whether the property they are showing me is a decent fit or not. I have yet to experience any value added from an agent on either side of the transaction.