> What does a failed prediction about super-symmetry in 1996 have to do with the opportunities of the next collider?
There are two criticisms she articulates very clearly:
1. SUSY is not a testable theory, as it can always "retreat" to higher energy levels, without any real limit.
2. There is no scientific reason to believe SUSY should be true - it doesn't solve any real problem with any of the known theories of the universe. There are infinitely many ways that the universe could be different wherever we haven't looked yet - we can't possibly test all of those theories.
The combination of both arguments leads to the following "law": until we have a theory that solves unsolved problems in physics AND that makes concrete predictions with bounded parameters (so that a failure will explicitly rule out this theory, instead of pushing it endlessly to "maybe at higher energy levels"), we shouldn't be paying huge amounts of money to test things blindly.
This is the fundamental difference between, say, the Higgs prediction and SUSY - we were looking for a concrete thing that it was necessary to exist for the rest of the Standard Model to make sense; and we knew a clear range of energies where the Higgs must exist; if we found it like we did, we know the theory was correct. If LHC didn't find the Higgs, then it would have definitively ruled it out, leading to an explicit need for a new SM.
By contrast, SUSY has not been confirmed, but it is also impossible to rule out entirely, and none of our models NEED SUSY to be right - so in the end, experiments for SUSY don't achieve anything. We might as well be launching space missions to look for Russel's teapot.