Social media platforms like Twitter and Reddit are increasingly infested with bots and fake accounts, leading to significant manipulation of public discourse. These bots don’t just annoy users—they skew visibility through vote manipulation. Fake accounts and automated scripts systematically downvote posts opposing certain viewpoints, distorting the content that surfaces and amplifying specific agendas.
Before coming to Lemmy, I was systematically downvoted by bots on Reddit for completely normal comments that were relatively neutral and not controversial at all. Seemed to be no pattern in it… One time I commented that my favorite game was WoW, down voted -15 for no apparent reason.
For example, a bot on Twitter using an API call to GPT-4o ran out of funding and started posting their prompts and system information publicly.
https://www.dailydot.com/debug/chatgpt-bot-x-russian-campaign-meme/
Bots like these are probably in the tens or hundreds of thousands. They did a huge ban wave of bots on Reddit, and some major top level subreddits were quiet for days because of it. Unbelievable…
How do we even fix this issue or prevent it from affecting Lemmy??
Signup safeguards will never be enough because the people who create these accounts have demonstrated that they are more than willing to do that dirty work themselves.
Let’s look at the anatomy of the average Reddit bot account:
Rapid points acquisition. These are usually new accounts, but it doesn’t have to be. These posts and comments are often done manually by the seller if the account is being sold at a significant premium.
A sudden shift in contribution style, usually preceded by a gap in activity. The account has now been fully matured to the desired amount of points, and is pending sale or set aside to be “aged”. If the seller hasn’t loaded on any points, the account is much cheaper but the activity gap still exists.
My solution? Implement a weighted visual timeline for a user’s points and posts to make it easier for admins to single out accounts that have already been found to be acting suspiciously. There are other types of malicious accounts that can be troublesome such as self-run engagement farms which express consistent front page contributions featuring their own political or whatever lean, but the type first described is a major player in Reddit’s current shitshow and is much easier to identify.
Most important is moderator and admin willingness to act. Many subreddit moderators on Reddit already know their subreddit has a bot problem but choose to do nothing because it drives traffic. Others are just burnt out and rarely even lift a finger to answer modmail, doing the bare minimum to keep their subreddit from being banned.