I’ve been quiet for a bit on the @JoinSapien Snaps front, but it’s time to jump back in.
In just 8 months:
• 1.2M+ contributors • 100+ countries • 100M+ AI tasks completed
This isn’t your typical data labeling gig it’s decentralized, on chain and human powered. Every SNAP you contribute helps build multilingual, cross domain datasets for AI models and earns you future upside.
We’re not just tagging data. We’re laying the rails for human aligned, open AI. Let’s keep building 👇
Cookie team warned content creators to make the platform a better place
What he means here is that he warns you not to use words like Gspark, Gsapien when creating content or commenting.
I also told the team that I haven't earned @sparkdotfi snaps in 7 days and they said that if there is a problem, they will fix it. I would like to thank the team for their interest. @cookiedotfun 🫶
I've only earned 1.26 snaps in @sparkdotfi for 7 days.
Let's keep grinding
He who controls the data controls the future🔥
Let's explain a little bit about what cookie fun is.
@cookiedotfun : Real time social + on chain intelligence layer.
Not just a farming platform AI native data infrastructure. Cookie could be the first modular InfoFi Layer where AI agents can connect to Web3 .
Let's look at the technical details: 🧵👇
Real Time Data Ingestion
• Integrated with X (Twitter) API + RPC nodes • Interactions, tweets, on chain transfers are collected instantly • Event indexing + data normalization pipeline available
Mindshare Metrics
• Sentiment and topic density analysis with NLP • Popularity = social volume × on chain activity × momentum • Token based score generation with LLM based embeddings
Semantic Snap Layer
• Users produce content (Snap) • These contents are subjected to semantic analysis and scored • This data is used to train AI agents
Open and Layered API Infrastructure
• Dedicated JSON API endpoints for developers • Metrics: Agent popularity, wallet flow, trend maps • Access tiers based on $COOKIE stake level
AI Agent Framework Support
• Data is compatible with AgentOS or similar AI frameworks • Agents can act according to these metrics:
- Which token is farmed - Which campaign is supported - Determine marketing and distribution strategy
$COOKIE Token Economy
• Usage: API access, data layer, Snap rewards • DAO structure: Community drives data prioritization and scoring models
Cookie = Oracle Layer for AI
The basis on which AI agents will rely when making decisions: - Real time data - Social-behavioral analysis - On chain context
While @cookiedotfun offers content rewards on the surface, underneath it all it’s preparing for Web3’s data driven AI transformation.
I think the biggest promise of Web3 is not technology, but equality of opportunity.
Financial instruments that were once only accessible to certain groups can now fit into anyone’s pocket with a good interface and the right incentives.
Projects like @cookiedotfun,@sparkdotfi , @JoinSapien and @OpenledgerHQ are at the heart of this transformation they don’t just deliver, they democratize participation.
And yes, sometimes a small step, a snap, a post is someone’s first entry point into the chain.
Update: 48 hours left until the @sparkdotfi snaps campaign ends.
Many of my friends got very good scores in 24 hours and got a good place in the ranking @KriptoLisa , @AidenWgmi @uykusuztrader @minstrell_
My ranking is decreasing despite producing so much content and I have dropped to rank 255 with 13.22 snaps. 😑
Anyway, I'm continuing to work. And I'll continue my struggle until the last minute.
Some important data:
15K+ participants 13K+ Spark snaps distributed
I think 1 snaps = $150 - $200.
@sparkdotfi SNAPPER said he didn't forget and @cookiedotfun said that the criteria would be determined, which made us curious. (I think the OG role will be effective )
$SPK is now listed on 12+ exchanges. (Binance, Coinbase…)
Spark, which has a fund management scale of $3.86 billion, solves the problems of DeFi liquidity fragmentation and stablecoin idleness.
31.6 million of the 850 million tokens in circulation have been staked