It's not.
When this is pointed out to the people espousing this odd viewpoint, they usually respond with some passive aggressive comment. I've seen/experienced much of this during my time in research.
New physics not requiring an accelerator would include quantum computing; the real stuff of entangled qubits, and the pseudo-quantum stuff of adiabatically cooled circuits. More generally quantum mechanics interpretation and meaning. There are some unsettling things within QM, such as non-locality, and how to understand them.
There are many other examples, just listing 1 for brevity.
Basically, any text that begins with "the set of all physics is HEP physics" such as this article implies, is, pretty much by definition, incorrect.
I recall while the SSC was being built in Texas, that when the NSF asked for more money for researchers not involved in SSC, they were told that physics folks were getting enough. I remember my thesis advisor's grant that I was funded on, getting cut to help fund other things.
Equating the new physics with new HEP physics is, as Wolfgang Pauli once said, not even wrong. We don't need accelerators for most new physics.