Here is the thing. Your initial claim was that
English is the programming language. By virtue of making that claim you are claiming LLM has deterministic reliability equivalent to programming language -> compiler. This is simply not true.
If you're considering the LLM translation to be equivalent to the compiler abstraction, I'm sorry I'm not drinking that Kool aid with you.
You conceded above that LLMs aren't deterministic, yet you proceeded to call them an abstraction (conflating). If the output is not 100% equivalent, it's not an abstraction.
In C, you aren't required to inspect the assembly generated by the C compiler. It's guaranteed to be equivalent. In this case, you really need not write/debug assembly, you can use the language and tools to arrive at the same outcome.
Your entire argument is based on the premise that we have a new layer of abstraction that accomplishes the same. Not only it does not, but when it fails, it does so often in unexpected ways. But hey, if you're ready to call this an abstraction that frees up your cognitive load, continue to sip that Kool aid.
If you're considering the LLM translation to be equivalent to the compiler abstraction, I'm sorry I'm not drinking that Kool aid with you.
You conceded above that LLMs aren't deterministic, yet you proceeded to call them an abstraction (conflating). If the output is not 100% equivalent, it's not an abstraction.
In C, you aren't required to inspect the assembly generated by the C compiler. It's guaranteed to be equivalent. In this case, you really need not write/debug assembly, you can use the language and tools to arrive at the same outcome.
Your entire argument is based on the premise that we have a new layer of abstraction that accomplishes the same. Not only it does not, but when it fails, it does so often in unexpected ways. But hey, if you're ready to call this an abstraction that frees up your cognitive load, continue to sip that Kool aid.