I do not know what HF did or didn't do or what they had planned to do.

I can say that test chips are typically used to prove out sections of a new chip/new technology.  It is a small fraction ($100K range vs $Ms) of what a full tape-out costs and is used typically to mitigate risk.  It isn't typically viewed as an overrun, but more as money spent to reduce risk.