And chemistry could stop conserving energy tomorrow!

But what does the preponderance of observed evidence tell us is likely the case? For both conserved energy and transformer behavior.

You’re just outlining the problem of induction, but that doesn’t move the conversation forward, because the person clearly already understood that point and was (much like energy conservation) inductively proposing a rule.