Verification: Implement robust account verification and clearly label bot accounts.
☑ Clear label for bot accounts
☑ 3 different levels of captcha verification (I use the intermediary level in my instance and rarely deal with any bot)
Behavioral Analysis: Use algorithms to identify bot-like behavior.
Profiling algorithms seems like something people are running away when they choose fediverse platforms, this kind of solution have to be very well thought and communicated.
User Reporting: Enable easy reporting of suspected bots by users.
☑ Reporting in lemmy is just as easy as anywhere else.
Rate Limiting: Limit posting frequency to reduce spam.
☑ Like this?
image
Content Moderation: Enhance tools to detect and manage bot-generated content.
What do you suggest other than profiling accounts?
User Education: Provide resources to help users recognize bots.
This is not up to Lemmy development team.
Adaptive Policies: Regularly update policies to counter evolving bot tactics.
Idem.
Anyway Lemmy can't interact with threads.net.