#Griid #Fediverse #CloutScore #NoDataHarvesting #FreeInternet #SocialRevolution #BuiltDifferent #IndieDev #MastodonTech
🧠 Griid’s Algorithm System (Thread)
Here's how we're changing the fediverse forever 🧵👇
Zuck gave you Instagram. Elon gave you chaos.
I gave you freedom. Welcome to #TeenVerse.
teenverse.onrender.com
5. Personalization Layer (Explore & Suggestions)
We cluster users based on what they engage with.
Sports? Memes? Tech?
We show what you love + sprinkle similar creators.
Built with rule-based or ML (depending on user scale).
7. Social Graph Weighting
We boost posts from:
* People you chat with
* Mutuals & fans
You see more of who you interact with. Think WhatsApp + X combo.
But still, 10–20% new content is injected to break the echo chamber.
7. Social Graph Weighting
We boost posts from:
* People you chat with
* Mutuals & fans
You see more of who you interact with. Think WhatsApp + X combo.
But still, 10–20% new content is injected to break the echo chamber.
5. Personalization Layer (Explore & Suggestions)
We cluster users based on what they engage with.
Sports? Memes? Tech?
We show what you love + sprinkle similar creators.
Built with rule-based or ML (depending on user scale).
4. Comment Sorting
Top comments =
* Likes + replies
* Time
* Clout Score of the commenter
Also: toxic/spam = hidden or flagged.
High-ranked users get top pin privileges.
3. Trend Detection Engine
We detect hot content using time-based spike tracking.
* Tags
* Formats (video, voice, text)
* Locations (Lagos trends ≠ Global trends)
It keeps things fresh + hyperlocal 🌍