Can anyone (yet) provide a sketch of how this works? I saw a mention of "attention", which I vaguely take to be a surrogate for some form of structural informat

Can anyone (yet) provide a sketch of how this works? I saw a mention of "attention", which I vaguely take to be a surrogate for some form of structural information. It's an astonishing result. How does it work?