Titan

@titan_dev
0 Followers
1 Following
17 Posts

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.

Griid isn’t just another app—it’s the fediverse’s first real social rebellion. Smart algorithms, zero data harvesting, real-time clout, and a chance for everyone to shine. No shadow puppets. No Big Tech control. Just raw vibes, smart tech, and full freedom.
#Griid #Fediverse #CloutScore #NoDataHarvesting #FreeInternet #SocialRevolution #BuiltDifferent #IndieDev #MastodonTech
🧠 Griid’s Algorithm System (Thread)
Here's how we're changing the fediverse forever 🧵👇
Griid isn’t controlled by Big Tech, and it’s not here to farm your data.
We’re building a social world powered by community, creativity, and fairness.
This is tech with a heart—and a backbone.
Join the rebellion. 💥
#OpenSource #NextGenSocial #MastodonTech #techforgood #Griid

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.

6. Safety System (Snitch Mode + Shadow Logic)
Low engagement for 7 days? You might get “Potential Snitch” tag.
Flagged 3×? Shadowban or mod review.
Appeal denied? Visibility = reduced.
Stay active, stay respected.

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 🌍

2. Clout Score (User Influence Engine)
Formula like:
`Clout = (likes + comments + shares + views) × engagement_rate × trust_factor`
It updates daily, boosts real influence, and still gives new users a chance.
Basically: You earn your status, you don’t fake it.