> they don't actually understand how
but if it empirically works, does it matter if the "intelligence" doesn't "understand" it?
Does a chess engine "understand" the moves it makes?
but if it empirically works, does it matter if the "intelligence" doesn't "understand" it?
Does a chess engine "understand" the moves it makes?
It's an useless philosophical discussion.
Late 2025 models very rarely hallucinate nonexistent core library functionality - and they run inside coding agent harnesses so if they DO they notice that the code doesn't work and fix it.
Agentic LLMs will notice if something is crap and won't compile and will retry, use the tools they have available to figure out what's the correct way, edit and retry again.