I once saw a youtube video which said that an object moving at 4m/s would be slowed down by [thing] by 0.00006m/s, so its new velocity would be 3.99994m/s
... except that no, its new velocity would be 4m/s. The author, a physicist, ignored sig figs. 4 - 0.00006 = 4, when you're dealing with measurements :)
'Uncertainty' is a much more ambiguous term that means many more things than 'imprecision of measurement'.
Still, I'm interested to hear why you think sig figs are high-school only when they're the standard way of writing in scientific notation. Do you genuinely think that the example I gave from the video is reasonable? It sounds like you're a theorist and have no experience in real-world application.