TL;DR: Karma overrates “lowest-common-denominator” posts that interest a large fraction of the community, leading to some issues. We list some potential solutions at the bottom.
Please see the disclaimer at the bottom of the post.
Posts that interest everyone — or discussions where everyone has an opinion — tend to get a lot more Forum karma (and attention) than niche posts.
These posts tend to be
- about the EA community
- accessible to everyone, or on topics where everyone has an opinion
Why does this happen?
There are different groups with different niche interests, but an overlapping interest in the EA community:

When a post about the EA community is published, many people might have opinions, and many people feel that they can vote on the post. Most people upvote, so more people voting usually means that a post will get higher karma.
Similarly, if the topic of the post is something that doesn’t require particular expertise to have an opinion about, lots of people feel like they can weigh in. You can think of these as “lowest-common-denominator posts.” This is related to bike-shedding.

This leads to some issues
- This misleads people about what the Forum — and the EA community — cares about
- 10 of the 10 highest karma posts from 2022 were community posts, even though less than ⅓ of total karma went to community posts.
- When someone is trying to evaluate the quality of the Forum, they often go to the list of top posts and evaluate those. This seems like a very reasonable thing to do, but it's actually giving a very skewed picture of what happens on the Forum.
- Because discussions about the community seem to be so highly valued by Forum readers, people might accidentally start to value community-oriented topics more themselves, and drift away from real-world issues
- Imagine an author posting about some issue with RCTs that’s relevant to their work — they’ll get a bit of engagement, some appreciation, and maybe some questions. Then they write a quick post about the font on the Forum — suddenly everyone has an opinion and they get loads of karma. Unconsciously, they might view this as an indicator that the community values the second post more than the first. If this happens repeatedly or they see this happening, they might shift towards that view themselves if they defer even a bit to the community’s view.
- Now imagine this happening on the scale of the thousands of people who use the Forum; these small updates add up.
- This directs even more attention to community-oriented, low-barrier topics, and away from niche topics and topics that are more complex, which might be more valuable to discuss
- Karma is used for sorting the Frontpage: higher-rated posts stay on the Frontpage for longer. This is useful, as it tends to hide the most irrelevant posts, and generally boosts higher quality content — more people see the better posts.
- But because posts that hit the middle sections in the Venn diagrams above get more karma, they tend to stick around for longer, which then gets them more karma, etc.
(We didn't try to make this list of issues as exhaustive as possible.)
Note that karma is not perfect even within a much more specific topic — pretty random factors can affect a Forum post’s karma, and readers aren’t always great at voting, but that is a separate issue. (We might write a post about it later.)
Solutions we’re considering or exploring
- Create something like a subforum or separate tab for “community opinion” posts, and filter them out from the Frontpage by default
- Or otherwise move in this direction
- Rename “Top” sorting to more clearly indicate what karma actually measures
- We tend to have a somewhat higher bar for sharing “community” posts in places like the Digest, largely for these reasons
Note: We (Lizka and Ben) think most of our coworkers on the CEA Online Team more-or-less agree with the post, but there are a variety of opinions. We’re currently at 90%+ that we will do something to address this phenomenon, but at much lower confidence about what specific thing we will do.
Thanks for this!
My take on this is: maybe this is fine actually, because, for precisely the reasons you said, high karma is a sign of high accessibility and high popularity...which is useful for users! If I see that a post has high karma, that's a reliable signal to me that it's both interesting and accessible to the general reader (i.e., to me). If all the highest-rated posts were highly-technical, long treatises on niche topics, even if they were very good quality, then high-karma wouldn't be such a good signal that I would get something out of reading it, if that makes sense? So karma would then be a less good tool at nudging people to read stuff that they might actually enjoy/get something out of.
I do take your point that there can be a snowball effect where high-quality but high-effort-to-read posts can just get completely pushed off the frontpage before anyone has even seen them, while middling community posts just hang around forever, accumulating more karma. That is a problem.
I guess a question underlying all of this is 'what is karma for?' An implication of this post seems to be that karma should reflect quality, or how serious people think the issues are, all things considered. But I think that's too big a responsibility to place on upvotes and downvotes. I don't think the Forum norms say that you should use them this way (they say you can upvote if 'you want others to see it' and 'generally like it', not only if you think it's objectively really important), and even if they did, I don't think it's reasonable to expect that people really would use them that way, because people don't have that much brainspace to devote to "is this post really impactful/serious?" And the majority of EA Forum readers are never going to be qualified to say whether a niche post is high-quality or not, because they don't have the expertise (they can say if they found it interesting, but things can be interesting, accessible, and also wrong).
Thanks for this comment, Amber!
I'll try to engage with the other things that you said, but I just want to clarify a specific claim first. You write:
I actually do not believe this. I think the primary/key point of karma is ordering the Frontpage & providing a signal of what to read (and ordering other pages, like when you're exploring pos... (read more)