All of the above is true, but between solving quicker, and admitting we gave context:

I do agree with you that an LLM should not always start from scratch.

In a way it is like an animal which we have given the ultimate human instinct.

What has nature given us? Homo Erectus is 2 million years ago.

A weird world we live in.

What is context.