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I would check out the following blog post on solutions and explanations for this behavior: Tableau Server 10.5 - Thumbnails Not Generated when Using Row Level Security and Sheet Flipping
Hope this helps!
Ah - my exact problem, thank you! Though doesn't look like there is a simple solution here.