Recursive self improvement is the beginning of the end.
ChatGPT 5.6 Sol ultra still can get basic things written cleanly. I still need to tweak it quite a few times to get it right. Super useful but if you vibe code you’re in a huge mess after 1 billion tokens.
it's actually the end of the beginning, there's walls that self-improving models hit that are never overcome even when given vast amounts of time.