Historically, automation are all most efficient when used by experts.

However, the content in this blog is exceptionally jarring promotion of so called "prompt engineering".

If there are simple univeral principles that can be understood by high schooler can magically make LLM more useful, you can bet it is already built into the harness, or even model.

People cannot prompt like Tao because Tao is incredibly good at mathematics, not because Tao is good at prompting. It is very likely with enough time and energy Tao can find the counterexample himself, most people cannot.