AI-Powered Proof of Work

Machine Intelligence
as Currency

SVM-compatible Proof of Work L1 blockchain delivering hyperscaled verified inference on a 600B+ parameter model

600B+
Parameter Model
100x
Faster Inference
0.1%
Verification Overhead
Testnet
Network Status
Technical Overview

Architecture & Design

Built on battle-tested infrastructure with revolutionary AI-native consensus. Ambient combines the best of blockchain and machine learning.

SVM-Compatible L1

Solana lineage keeps fast finality and tooling; consensus swapped for Proof of Logits to anchor AI inference.

On-Chain Fine-Tuning

Model weights can be updated on-chain with auditable deltas; checkpoints are referenceable by hash.

Verified Inference

Per-token logit hashing (claimed ~0.1% overhead) yields verifiable traces without TEEs or heavy ZK.

Deterministic Replay

Logit fingerprints allow any node to replay and verify outputs, slashing inconsistent miners.

Technical Specifications

Consensus
Proof of Logits (PoL)
Verification Overhead
claimed ~0.1% (per-token hashing)
Model Footprint
600B+ params (target/claim)
Context Length
200K (GLM-4.6)
Runtime
SVM-compatible
Block Time
target ~10s
Mining
GPU, no ASIC lock-in
Security
Hash-based replay, slashing

How Proof of Logits Works

1

Model Inference

Nodes perform LLM inference tasks, generating logits (raw token scores) for each prediction step.

2

Logit Fingerprinting

Each logit sequence is hashed, creating a unique cryptographic fingerprint of the exact model state and computation.

3

Network Verification

Other nodes verify the computation by checking the logit hash, ensuring authentic inference with minimal overhead (0.1%).

4

Reward Distribution

Verified nodes earn AMB tokens through transaction fees and inflation, creating predictable mining economics.