Reading a Model Release Like an Engineer: Weights, Licenses, System Cards, and Evals
The headline benchmark is the least durable thing in a model release. Here is how to read access, licenses, cards, eval protocols, and serving facts before you commit engineering to a number you cannot reproduce.