They can, when teamed with dispatchable sources, destroy the economic case for expensive baseload sources.
This is why you're not seeing new nuclear plants much in the west. The decision makers know they face huge risk from future cost declines of renewables which, combined with gas, would leave those reactors unable to amortize their construction, financing, and fixed operating costs.
There are other solutions for long term storage of renewable energy to make it dispatchable. For example, making hydrogen, then burn it in turbines. The efficiency of this is lousy, but the capital cost can be quite low.