In this theory, The Groundlessness of Infinity, I introduce by three separate proofs a totally innovative concept regarding the nature and relations among (pure) numbers. The applications of this wholly new knowledge conclude to proving and solving major up-to-now unresolved problems, e.g. the Riemann Hypothesis, Zeno's Paradoxes, the P Vs NP Problem, and other major open issues.