[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Ali [@menjadibaik12](/creator/twitter/menjadibaik12) on x XXX followers Created: 2025-07-19 02:37:12 UTC 🚨 AI is collapsing under its own weight. PublicAI is building the human layer of AI — a Web3-powered data network where anyone can earn crypto by collecting, labeling & validating real-world data (text, audio, images, video). Here’s how it works 🧵 📊 Data Hub A decentralized data marketplace. Users complete microtasks like quizzes & labeling to earn $PUBLIC tokens — backed by real client revenue (not inflationary). Crowd-verified data > synthetic data. 🧠 Model Evaluation Layer Humans-in-the-loop test and rank AI-generated outputs to prevent model collapse. Why? Models trained on models = decay. PublicAI injects real feedback. 🔍 DataHunter Extension Earn crypto just by browsing or using social media. The Chrome extension captures useful data & replies — turning your daily digital habits into value. 🌐 Mother Tongue Campaigns PublicAI runs global audio-data drives. Record short voice clips in your native language and earn $$. Over 1M contributors & counting. 💰 Backed by Real Funding 📈 $10M raised 🤝 Backers: Solana, NEAR, Stanford, Saudi Telecom 💸 $14M+ in commercial revenue This isn’t theory. It’s working. 🛠️ Why It Matters AI needs fresh, diverse human data to stay smart. PublicAI rewards you to be the human in the loop — and builds a sustainable ecosystem around it. No borders. No banks. Just data for crypto. 🔗 Dive in: The future of AI is human-powered. You in? @PublicAI_ @PublicAIData @DataBabies333. XX engagements  **Related Topics** [marketplace](/topic/marketplace) [decentralized](/topic/decentralized) [realworld](/topic/realworld) [coins ai](/topic/coins-ai) [$public](/topic/$public) [Post Link](https://x.com/menjadibaik12/status/1946398890963750915)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Ali @menjadibaik12 on x XXX followers
Created: 2025-07-19 02:37:12 UTC
🚨 AI is collapsing under its own weight. PublicAI is building the human layer of AI — a Web3-powered data network where anyone can earn crypto by collecting, labeling & validating real-world data (text, audio, images, video).
Here’s how it works 🧵
📊 Data Hub A decentralized data marketplace. Users complete microtasks like quizzes & labeling to earn $PUBLIC tokens — backed by real client revenue (not inflationary).
Crowd-verified data > synthetic data.
🧠 Model Evaluation Layer Humans-in-the-loop test and rank AI-generated outputs to prevent model collapse. Why? Models trained on models = decay. PublicAI injects real feedback. 🔍 DataHunter Extension Earn crypto just by browsing or using social media. The Chrome extension captures useful data & replies — turning your daily digital habits into value. 🌐 Mother Tongue Campaigns PublicAI runs global audio-data drives. Record short voice clips in your native language and earn $$. Over 1M contributors & counting.
💰 Backed by Real Funding 📈 $10M raised 🤝 Backers: Solana, NEAR, Stanford, Saudi Telecom 💸 $14M+ in commercial revenue
This isn’t theory. It’s working.
🛠️ Why It Matters AI needs fresh, diverse human data to stay smart. PublicAI rewards you to be the human in the loop — and builds a sustainable ecosystem around it. No borders. No banks. Just data for crypto. 🔗 Dive in:
The future of AI is human-powered. You in? @PublicAI_ @PublicAIData @DataBabies333.
XX engagements
Related Topics marketplace decentralized realworld coins ai $public