I really hope we see some new research come out around calculating contrast ratios soon because I'm seriously unconvinced that the formulas we follow today are actually creating the best results for users.

Current guidelines say you should be using black text on this button:
☝️ Would happily help fund some serious research around this to really make sure that as an industry we are recommending solutions that are in our users' best interests.
In this example, the black text on gray background apparently has higher contrast:
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