Signal Decay

The death of abstractions.
Frameworks and high-level languages are born as human-machine interfaces. If humans exit the writing loop, these interfaces become dead weight.

AI doesn’t need human metaphors to talk to silicon.
There’s no sense in passing through a Python interpreter or a Java Virtual Machine to write to a Cloud server. AI will write directly in machine code optimized for the specific processor, or in very low-level languages, compiled instantly.

Collective computer knowledge will transform.
From millions of repositories of functions and classes in twenty different languages, toward an archive of concepts, constraints, and logical patterns. A global library of pure abstractions.

In this scenario, the programmer doesn’t go extinct: they evolve into a Constraint Engineer.
Their work will no longer be writing code, but mapping reality and translating it into an intention so crystalline and free of ambiguity that the machine cannot fail to model it.