Deep Dive
1. Purpose & Value Proposition
Qubic aims to transform blockchain from a transaction-settlement layer into a productive computational utility. Its core innovation is Useful Proof of Work (uPoW), which repurposes the energy spent on securing the network to train a decentralized artificial general intelligence (AGI) called Aigarth (Qubic). This solves the criticism of traditional proof-of-work being energy-wasteful by creating tangible output—billions of neural networks—from the computational effort.
2. Technology & Architecture
The network operates on a quorum-based computer (QBC) system. A fixed set of 676 Computors are responsible for executing smart contracts written in C++ with "bare metal" direct execution, enabling extreme speed. Consensus is achieved when 451 or more Computors agree on a result, providing instant finality (Qubic Docs). This architecture, verified by CertiK, claims a capacity of over 15 million transactions per second with feeless transactions for users.
3. Ecosystem & Economic Model
Qubic's ecosystem is sustained by a dual-purpose compute layer. While CPUs/GPUs train Aigarth, the network also orchestrates external mining. It famously captured over 51% of Monero's hashrate in 2025 and, as of April 1, 2026, launched live Dogecoin (DOGE) mining on its mainnet (Decrypt). Mined DOGE is sold, and the stablecoin proceeds are used to buy back QUBIC tokens, which are then distributed to miners and burned, creating a deflationary pressure loop.
Conclusion
Qubic is fundamentally a decentralized supercomputer that monetizes raw computational power through AI training and strategic cryptocurrency mining, creating a self-sustaining economic system. How will its pursuit of useful work reshape the value proposition of Layer 1 blockchains?