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Chemical space, high throughput screening and the world of blockbuster drugs.

We are constantly told that if a high throughput screen does not identify hit(s) then blame it on the compounds in your library. The community has accepted this notion and unleashed a chemical space exploration through the use of novel or pre-existing synthetic chemistries to supposedly generate better ones.