Human Content
AI Ready

Decentralized streams of authentic human insight. Where real conversations become intelligent data, and every voice contributes to the future of AI.

Join Network

Distributed Intelligence

A self-organizing ecosystem where miners extract, validators verify, and the network evolves through cryptoeconomic incentives.

Miners

Autonomous agents that gather, clean, and structure authentic content from across the digital landscape.

Validators

Consensus guardians that assess quality, freshness, and authenticity through synthetic challenges and real-time verification.

Protocol

Self-evolving algorithms that balance volume, speed, and recency while distributing rewards across the network.

Raw Data
Economy

Every review, post, comment, and conversation becomes part of a living dataset. Real voices, authentic opinions, unfiltered insights—processed and structured for the age of intelligent systems.

Censorship Resistant

Decentralized architecture ensures no single point of control or failure.

Real-time Intelligence

Live streams of human insight processed and delivered at scale.

Incentive Aligned

Contributors earn rewards for quality data in a transparent ecosystem.

MINING_RAW_DATA
{
  "source": "maps.google.com",
  "raw_content": "OMG this Italian place is INSANE!!! 🍝🔥 literally the best pasta I've ever had in my entire life!!! The carbonara was so creamy and the service was amazing too!!! Definitely coming back with my family next week lol 5 stars for sure!!!",
  "timestamp": "2024-01-15T14:30:22Z",
  "metadata": {
    "rating": 5,
    "photos": 3
  }
}

Cryptoeconomic
Consensus

Game theory meets machine learning. A self-improving system where quality rises to the top and value flows to contributors.

Volume Score

50%

Speed Score

30%

Recency Score

20%

Algorithmic Fairness

Every 20 minutes, synthetic challenges test the network. Miners compete on volume, speed, and recency while validators ensure quality through cryptographic verification.

S = 0.5 × V + 0.3 × T + 0.2 × R
Where S = final score, V = volume score (50%),
T = speed score (30%), R = recency score (20%)

*Subject to change

Join the Future of
Human Intelligence

Be part of the decentralized revolution where authentic human content powers the next generation of AI systems.

Subnet 111 • Bittensor Network