Data

The problem with the Warpcast Power Badge is that many spammers have it. Here's a list of the top 100 casts with the most recasts in the last 24 hours, made by users with the Power Badge  data.hubs.neynar.com/public/dashboards/b1FfpKPs0IPEVvsopekEgCrlJK7a8CqARAeMRSvC

To create a clean list, I had to manually filter out 145 FIDs that are spamming but still have the Power Badge. You can find the list of these accounts here docs.google.com/spreadsheets/d/1SMqs9VqucNo93k9doDJZMBtUwp4OjuzdwLjBo22MnNA

If I can identify these accounts with a reasonable amount of effort, then so can the Warpcast team. As it stands, the Power Badge is not very useful. Don’t just take my word for it, analyze the data via @neynar

A good illustration of why the problem of filtering out "spam" is challenging.

Most of these accounts are not spam. They are uninteresting to this particular person. One person's spam is another person's friend. It's a relative definition.

If you don’t follow these users, even with the power badge, low likelihood you’ll see them. 

And if they are really offensive, just mute.

Agree. global spam is subjective. personalized/for you based graphs for each user are computationally expensive but can create better feeds and prevent a global level shadow ban.

onchain reputation at karma3labs and @openrank

>  personalized/for you based graphs for each user are computationally expensive

Always find it amusing when people on the sidelines suggest this vs. the people thinking about how to implement said algorithms in a scalable, real-time way. :)