Original text:
How further investigation of the blockchain heist had revealed the long term existence of large scale quantum computing used for the real-time slicing through public key encryption by the PUPR conglomerate.

In this specific instance/usage/context, the bolded phrases should instead be hyphenated words, that is, "long-term" and "large-scale".