LLMs Are Not a Higher Level of Abstraction

The article argues that LLMs, unlike traditional programming abstractions, do not provide a reliable higher-level abstraction because they lack deterministic, verifiable behavior. While they can generate code or text, the results are probabilistic and require extensive verification, making them a fundamentally different tool rather than a genuine abstraction layer.