Launched this week
Vibecheck by Open Notes
Like a weather report for online conversations
8 followers
Like a weather report for online conversations
8 followers
Analyze URLs and PDFs for tone, claims, safety, and opinions. Unlike most AI moderation and detection tools, Vibecheck analyzes conversations in the context of the community they were posted in — helping you understand tone, escalation, spam, claims, disagreement, and what’s actually happening in the thread.
How do you define what “normal tone” looks like for a specific community without overflagging sarcasm and in jokes?
@manal_essalek1 We look at the escalation patterns, i.e. if people are being mean to each other back and forth at roughly the same level, that's likely to just be sarcasm or in-jokes as you point out. But if the emotional tone is increasing in ways that don't make sense for the topic, that's a red flag. This becomes easier (in some ways) when we're targeting a whole community because then we have a baseline of more than just one page/thread: if the sarcastic mood is everywhere then your community is either totally out of control or it's actual the norm there.