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I'd note that most upvote systems share zaprank's equity and transparency scores. In practice, not all upvotes are equal. It's probably even worse in terms of transparency: the process of gaining trust is completely opaque.
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Fair. Illusion of transparency and actual transparency are probably even separate dimensions for optimization haha.
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The reason this is challenging is because it's a
social ranking problem, for which we know a strictly optimal solution doesn't exist: #849906Thus, the only thing you can do is pick between different tradeoffs.
In terms of ranking items, I think there's usually a tradeoff between
quality(surfacing the best posts),equity(not letting a few users' preferences dominate the result), andtransparency(a system that is easy to understand and verify)Between sats-based, upvote-based, and zaprank-based, i'd probably categorize as follows: