Warpcast

🔄 Label Spam Mini-App Update: Smarter Spam Detection! 🚀

We’ve upgraded our mini-app with a better spam detection system, powered by LLMs and inspired by Warpcast’s latest changes. Now, we use a simple two-label system:

- 🟥 Likely Spam (0)
- 🟩 Unlikely Spam (2)

This makes spotting spam easier and helps us better understand user quality. The results are already looking great!

📊 Weekly Stats Update:

✅ 5,628 new users added!

- 🟥 Likely Spam: 299,375 users (51.77%)
- 🟩 Unlikely Spam: 278,947 users (48.23%)
- ⬜ Unknown: 0 users (0.00%)

📌 Total Users: 578,322

@compez.eth Some people out of spam are still in the show more reply section 
I double checked with the frame and they’re under “unlikely to engage in spammy behavior” 
I just want to call your attention to that

Legendary Builder • Artist | Collector | Author | Full Stack Developer • Working on /genyleap • /geny ecosystem.

https://linktr.ee/compez

Sense

Are you a spammer? New rules📰

Farcaster is switching to a new spam detection system:
No more three-pointers - now it's simple:
"likely spam" or "unlikely spam".

🔗What's new?
▫️LLM models now analyze profile behavior and use verifications to detect inauthenticity more accurately.
▫️More signals are taken into account: automation, mass mentions, repetitions, account coordination, etc.

🖇️For example:
▪️Your profile looks like it was created by a bot
▪️You post AI content and don't mention it
▪️You interact with users who ignore you

You may end up on a spam list!

Be real. Add your soul to your profile.
Algorithms will feel it💜

@girl-ua, with the new LLM spam system rolling out, will it also recheck older accounts that were wrongly flagged? Just wondering if there’s a chance to get out of the spam label now

Can a woman be good in the crypto world as a man? I want to check it⚖️                                            ▫️creator of the channel /sense

reply guys

politics

The no tax on tips bill is hilarious. It’s only no tax on cash tips which no one ever fucking reports anyway.

“Hey guys, we are no longer going to tax you on the income you haven’t been reporting anyway! Aren’t we amazing?”

it’s like legalizing something nobody was enforcing anyway

brypto

💥BREAKING:

40X #BITCOIN WHALE JUST INCREASED HIS LONG POSITION TO $488 MILLION. 

HE 100% KNOWS SOMETHING!!! https://t.co/k8qqJpcabH

Crypto Rover

👀 
https://x.com/rovercrc/status/1924378570593358158?s=46

Believe in yourself! Have faith in your abilities! Without a humble but reasonable confidence in your own powers you cannot be successful or happy

It’s hard to ignore how badly the economy is being affected by poor leadership. Politicians seem more focused on power struggles, personal gains, and party lines than actually helping the people who are feeling the pressure of rising costs, job insecurity, and a shrinking middle class.
Instead of working together on solutions, they’re stuck in gridlock while real families deal with the consequences. The disconnect between their priorities and what the country really needs is growing, and we’re the ones paying the price.

Memes

confessions

musicjp

This is dope 🔥🔥 
https://open.spotify.com/track/1z43A2ekONBlAUlfu6m9o9?si=ubRUH2TkRzmkqWBVdkCkBg&context=spotify%3Asearch%3Aindustry%2Bbaby%2Bdrill

Between 16 and 26, life moves fast. Friendships shift, connections come and go, and not everyone you meet is meant to stay

Growth begins the moment you step beyond what’s comfortable. Trust the process, your future is built in the risks you take today

When you can’t hold it in for any longer 😂

Show me a harder wallpaper than this 🔥
I’ll wait

Day by day, I’ve shown up to code in Go, sometimes for 5 minutes, sometimes for 5 hours and every line has compounded into real growth

What will you rate this movie
I’m giving it 8/10

lifechanger

Discipline is the bridge between goals and achievement. It’s not just about willpower, it’s about consistency, commitment, and doing what needs to be done even when you don’t feel like it

Lord_Bishop

@lordbishop