Trinity DePIN Network
Trinity DePIN (Decentralized Physical Infrastructure Network) is a permissionless network where anyone can contribute compute and storage resources to the Trinity ternary computing ecosystem and earn $TRI tokens in return.
What is Trinity DePIN?​
Trinity DePIN transforms idle hardware into productive ternary computing infrastructure. Instead of relying on centralized cloud providers, Trinity distributes workloads across a global network of independently operated nodes. Each node contributes to:
- Ternary AI inference -- running models using Trinity's native {-1, 0, +1} arithmetic
- Vector Symbolic Architecture (VSA) -- binding, bundling, and similarity operations on hypervectors
- Distributed storage -- sharding, replicating, and serving data with Reed-Solomon erasure coding
- WASM-to-ternary compilation -- converting WebAssembly modules into ternary bytecode
Operators earn $TRI for every useful computation they perform.
Proof-of-Useful-Work​
Unlike traditional Proof-of-Work (PoW) systems that waste energy on hash puzzles, Trinity uses Proof-of-Useful-Work (PoUW). Every computation that earns rewards produces a genuinely useful result:
| PoW (Bitcoin-style) | PoUW (Trinity) |
|---|---|
| SHA-256 hash puzzles | VSA evolution, AI inference, storage |
| Energy wasted on difficulty targets | Energy produces real outputs |
| Only miners benefit | Operators + users both benefit |
| Single-purpose hardware (ASICs) | General-purpose hardware (CPU/GPU) |
| No data output | Verifiable computation results |
Each operation is cryptographically signed and its result is verifiable on-chain. A node cannot claim rewards without producing the correct output.
Network Architecture​
Key Features​
Earn While You Compute​
Every useful operation earns $TRI. Run VSA evolutions, serve storage shards, process WASM conversions, or execute benchmarks -- all reward-bearing activities.
Six Reward Categories​
| Operation | Rate | Description |
|---|---|---|
| VSA Evolution | 0.001 TRI/generation | Evolving hypervector populations |
| Navigation | 0.0001 TRI/step | Navigating semantic vector spaces |
| WASM Conversion | 0.01 TRI/conversion | Compiling WASM to ternary bytecode |
| Benchmark | 0.005 TRI/run | Running reproducible benchmarks |
| Storage Hosting | 0.00005 TRI/shard/hour | Hosting data shards |
| Storage Retrieval | 0.0005 TRI/retrieval | Serving requested data |
Bonus Multipliers​
High-quality work earns more:
- Fitness bonus -- evolution fitness > 0.9 grants +50% rewards
- Similarity bonus -- navigation similarity > 0.8 grants +100% rewards
- Staking bonus -- staking 100+ TRI grants 1.5x multiplier on all earnings
Built on Ternary Math​
Trinity's mathematical foundation -- balanced ternary {-1, 0, +1} -- delivers 1.58 bits per trit, 20x memory savings over float32, and addition-only compute (no multiply). The network natively speaks ternary, making every operation maximally efficient.
Open and Permissionless​
No registration required. Download the node software, start it, and begin earning. The network uses UDP-based peer discovery -- your node finds peers automatically.
Live Infrastructure​
| Component | Status |
|---|---|
| $TRI Token | 0xef368e29FA3aB2eaf02BccD05438ED3bafE9f469 on Sepolia |
| Docker Image | ghcr.io/ghashtag/trinity-node:latest |
| HTTP API | Port 8080 (OpenAI-compatible) |
| Prometheus | Port 9090 |
Next Steps​
- Quick Start -- run a node in 5 minutes
- Reward Rates -- detailed reward breakdown and calculator
- Tokenomics -- $TRI supply, allocation, and staking
- API Reference -- HTTP endpoints for your node
- Architecture -- deep dive into network internals