"My lay understanding is that any contract clause that a reasonable person would find unreasonable is by default not valid."

That understanding is entirely incorrect, unfortunately. While the law does provide for clauses that may be nullified or voided by either a court or existing case law, and does require a meeting of the minds and an exchange, simple "unreasonableness" is not grounds for voiding, nor is onerousness.