Standing on the shoulders of giants is many times a means of saying that something that "DOES work" was derived from something that didn't work, or perhaps that it was derived from the difficult yet iterative steps of others.

Look at the Large Hadron Collider. Do you suppose they scrub from their data stores all tests that fail to produce a "working" result? Are you suggesting that trying and failing produces irrelevant knowledge?