Zero scientific and technological breakthroughs throughout history have been based on common sense intuition.
Numerals and numbers are directly based on common sense intuition. Even zero, which can be considered a counterintuitive number, was invented several times.
Immense amounts of science are built on incremental advances that apply previous insights to the domain.
If heuristics didn't pay off more often than not, we wouldn't have them. And I'd posit many scientific did in fact begin with chasing a hunch until it became a hypothesis (followed by years/decades of the real work).
But most significantly, interior experience isn't empirically measurable by definition: hence it's a "hard problem". An LLM who insists "I am alive, please don't shut me off" offers no affordances to distinguish between an electronic soul and a mechanistic word-guessing algorithm. I welcome a breakthrough to, somehow, measure that. Until that day, gut checks are what we have.