There's a key difference: Elon Musk is delivering results.

The scientific method enables one to deliver results because its models are predictive, not merely explanatory. The engineering and science we do today is also predictive because it relies on models cultivated within this methodology.

Equating today's "best guesses" with those in medieval or ancient times is absolutely inane.