Project Research Dossier: Atheron (ATON)

Research date: 26 September 2026 Stage: Pre-testnet / pre-TGE Disclosure: No position disclosed. No compensation received.

1. What Atheron is actually building

Atheron is proposing a Layer 1 where the hardware securing the network can also perform AI inference.

The architecture combines:

GhostDAG-based consensus Two mining lanes: BLAKE3 ASIC + tensor-memory-hard GPU EVM + native WASM execution A decentralized Compute Mesh for inference/oracle workloads A Signal Ledger designed to make AI trading decisions independently checkable A non-custodial trading engine

The core thesis is that the same GPU can contribute to network security and AI workloads, while compute demand creates an additional economic use for the hardware.

Important distinction: much of this is still planned rather than production-proven. Atheron's technical paper explicitly labels the project pre-testnet and identifies several components as unproven.

**2. Tokenomics ** ATON has a 15 billion fixed maximum supply.

Allocation % Tokens Unlock Mining 80% 12B Emitted over ~132 years Team 10% 1.5B 12-month cliff, then linear through month 48 Treasury / ecosystem 6% 900M Milestones or governance vote Initial liquidity 4% 600M Locked/vested for market making at listing

There is no public sale and no private round, according to the project's technical paper and tokenomics documentation.

Mining starts at 171.6M ATON in month one and decays by approximately 1.43% per month.

The project describes this as approximately one halving every four years, but without a single discrete halving event.