Jeff.......you need to remove all of that thinset. If you paint over it - you will still see it - in fact it could look even worse.
If these were poured - make sure you wash them well - to remove any mold release coating.
Paint with two coats of 100% acrylic latex paint
Glidden Evermore/ICI Dulux/ICI Fortis are all great products.
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