Very comprehensive (didn't read it all yet) guide about self-supervised learning. It'll likely become good reference material.

Good piece about the hype cycles our industry constantly fall into. So much undue complexity for nothing in some projects... and then we'll complain about technical debt. It would have been much easier to pick the right tool instead of wanting to use whatever new got released by some big tech company.