Hopefully someone smarter than me is working with trying to develop a new programming language given what we know to be possible with LLMs
The open models that are chasing the frontier labs will stop being open once things slow down and there is less incentive to undercut the front runners. Time will tell if GPU compute gets cheap enough to run stuff locally.