@RuthMalan@mastodon.social WELL AS I SAID, and as experienced right now, even "frontier" model like opus-5 doesn't have the least f**ing idea of a mental model of the software. You really have to spell it out things that are just obviously (in)consistent. It is very hard working and extremelly capable to follow codes, even between system borders, but it doesn't have any notion of coherence. It's just data and code.