$QUBIC : Review 📜
What if blockchain mining wasn't a waste of energy but the engine building the world's next artificial intelligence?
Meet Qubic - a feeless, instant-finality Layer-1 protocol where mining power trains AI neural networks instead of solving meaningless puzzles, built by the man who invented Proof of Stake and the DAG, and running at 15.52 million TPS verified on live mainnet.
Let's explore how Qubic is redefining what a blockchain can actually do. 👇
⚪ Qubic at a Glance
Qubic is a Layer 1 useful-proof-of-work (UPoW) crypto platform founded by Sergey Ivancheglo, with origins dating back to 2012.
The mainnet went live in Q2 2022. The network employs quorum-based computation (QBC) with 676 Computors that validate transactions, execute smart contracts, and interface with Oracle Machines.
The $QUBIC token functions as computational "energy" rather than traditional currency. Unlike traditional monetary units, $QUBIC is burned when used, creating a built-in deflationary mechanism where every smart contract execution and service access removes tokens permanently from circulation.
As of April 2026, $QUBIC holds a market cap around $128M, with a circulating supply of ~140 trillion tokens out of a 200 trillion max supply (reduced from the original 1,000 trillion via community vote), and a price near $0.000001.
Marketplace Insight: With DOGE mining now live on ASICs alongside full-capacity AI training, and a CertiK-verified 15.52M TPS record, Qubic is creating a unique economic flywheel where mining revenue from external chains gets converted into $QUBIC buybacks and burns, tying token value to real computational output rather than speculation.
⚪ Mission
Qubic's mission is to prove that blockchain mining can serve a higher purpose. By redirecting computational power toward training artificial neural networks through its Aigarth AI system, Qubic aims to build the foundation for decentralized Artificial General Intelligence while delivering feeless, instant transactions. The network exists at the intersection of two of the biggest narratives in tech: blockchain and AI, and it's the only protocol that genuinely merges both at the infrastructure level.
🔵 A Brief History
Sergey Ivancheglo first mentioned the name Qubic in a 2012 blog post on BitcoinTalk, but the core idea goes back even further. He first discussed the concept of Useful Proof of Work in 2002. The Quorum concept itself draws from Nick Szabo's 1998 paper on secure property titles.
Ivancheglo's work spans several foundational crypto projects. He created NXT in 2013, the first pure Proof of Stake blockchain (cited in Ethereum's whitepaper). He then co-founded IOTA in 2015, developing the Tangle, the first DAG protocol designed for feeless IoT transactions.
In June 2019 Sergey Ivancheglo departed to pursue Qubic as an independent project. The Qubic mainnet went live in Q2 2022, built entirely without VC funding, premines, or ICOs.
The team implemented a significant reduction in max supply, cutting it from 1,000 trillion to 200 trillion, an 80% reduction approved by community vote. In April 2025, Qubic set a CertiK-verified record of 15.52 million TPS on the live mainnet.
Starting in May 2025, Qubic began mining Monero alongside AI training tasks, eventually capturing over 51% of Monero's total hashrate, mining 27,000+ XMR blocks, and generating $3.5M in revenue. The governance framework was approved at Epoch 200 (February 2026) with 614 votes in favor and zero opposition. DOGE mining went live on mainnet April 1, 2026.
🔵 Ecosystem Narrative
Qubic's ecosystem is unlike any other blockchain. It doesn't compete on DeFi TVL or NFT volume. Instead, it's building a decentralized compute network where mining power serves dual purposes: securing the blockchain and training an open-source AI. Every component feeds back into this loop.
Key dynamics include:
➛ Useful Proof of Work (UPoW) redirects mining computation toward training artificial neural networks through Aigarth, Qubic's open-source AI system, instead of wasting energy on arbitrary hash puzzles.
➛ 676 Computors form the quorum, validating transactions, executing smart contracts, and interfacing with Oracle Machines. At least 451 (two-thirds majority) must agree on any operation for finality.
➛ DOGE mining now runs on ASICs in parallel with CPU/GPU-powered AI training, with no trade-off between the two. Mined DOGE is sold and used to buy back and burn $QUBIC.
➛ Smart Contract IPOs require every new contract to go through a Dutch auction where all $QUBIC spent is permanently burned, creating continuous deflationary pressure.
➛ Oracle Machines went live on mainnet in February 2026, connecting real-world data to smart contracts, with 11,000+ successful queries and zero unresolvable requests.
➛ Neuraxon, Qubic's evolving AI system, is scheduled for network integration by spring 2026.
⚪ Token Utilities
$QUBIC functions as computational "energy" rather than traditional currency:
➛ Smart Contract Execution - $QUBIC is burned (not paid) when executing smart contracts. Commissions are determined by Computor quorum vote, not fixed fees.
➛ Transfers - All peer-to-peer transfers on Qubic are completely feeless. Zero gas, zero friction.
➛ Smart Contract IPOs - New contracts launch via Dutch auctions where all $QUBIC spent is permanently destroyed, reducing circulating supply.
➛ Mining Revenue Loop - DOGE (and previously XMR) mining revenue is used to buy back and burn $QUBIC on the open market, creating external demand tied to real computational output.
➛ Computor Rewards - Each weekly epoch produces new $QUBIC distributed among efficient Computors. Inefficient ones have rewards partially burned.
⚪ Key Features
➛ 15.52M TPS (CertiK Verified) - Fastest blockchain ever measured on a live mainnet in production, without rollups, gas fees, or Layer 2 dependence. Operates on a native "tick-based" architecture where consensus, execution, and finality happen in a single synchronized cycle.
➛ Useful Proof of Work - Mining power trains artificial neural networks through Aigarth instead of solving meaningless puzzles. The first blockchain to integrate AI training into its consensus mechanism.
➛ Feeless Transactions - All transfers are completely free. $QUBIC is only burned when executing smart contracts, not for basic transactions.
➛ Quorum-Based Computation - 676 Computors reach consensus through a two-thirds majority (451+) vote, ensuring decentralized validation without single points of failure.
➛ Dual Mining + AI Architecture - DOGE mining runs on ASICs simultaneously with CPU/GPU AI training. No toggle, no trade-off. Both at full capacity.
➛ Bare Metal Execution - Smart contracts execute directly on hardware without an operating system layer, enabling extreme speed in Turing-complete C++ contracts.
➛ Deflationary Burn Model - Smart contract commissions, IPO auctions, and mining revenue buybacks all permanently remove from circulation.
🔵 Meet the Qubic Team
Qubic is a community-governed protocol where most contributors use pseudonyms. It's led by one of the most legendary figures in all of crypto, operating without VC oversight or corporate hierarchy.
▶️ Core Members:
➛ Sergey Ivancheglo (Come-from-Beyond) - Founder | Creator of the first 100% PoS protocol (NXT), co-founder of IOTA, and inventor of the first DAG architecture. One of the earliest Bitcoin miners (2009). Skills span assembler, C, C++, Java, Python, and UEFI development. Created Aigarth, Qubic's AI system. Widely considered one of the most important but least known figures in crypto history.
➛ David Vivancos - Scientist | A longtime advocate of human-machine integration, contributing to Qubic's AI research direction and the Aigarth system's development.
➛ Joetom - Core Lead Developer | Leads technical implementation including the DOGE mining integration architecture and network upgrades.
➛ Stephanie Nickolich - Head of Marketing & Growth | Oversees Qubic's public communications and community engagement strategy.
➛ Community-Governed - Most team members operate under pseudonyms. The 676 Computors serve as the decentralized governance layer, with major decisions requiring quorum vote approval.
🔵 Ratings
➛ Use Case: ★★★★★ (5/5) - This is the most genuinely unique use case in crypto right now. No other blockchain merges AI training into its consensus mechanism at this scale. The UPoW model doesn't just theoretically redirect mining energy, it proved it by capturing 51% of Monero's hashrate and is now mining DOGE while training AI simultaneously. The 15.52M TPS verified by CertiK on live mainnet is not a testnet claim. Feeless transactions, instant finality, Oracle Machines, and a bare-metal execution layer round it out. This is not another "fast EVM chain." It's a fundamentally different category.
➛ Tokenomics: ★★★★ (4/5) - The deflationary mechanics are genuinely strong: smart contract burns, IPO auction burns, and the DOGE mining buyback-and-burn loop all permanently remove supply.
The community voted to reduce max supply from 1,000T to 200T (80% cut), showing governance works. The halving at Epoch 175 cut net emissions by roughly 50%. No VC allocation, no premine, no ICO is a massive positive, meaning zero insider dump risk.
The raw numbers (140T circulating) can look intimidating at first glance, but the burn mechanics are among the most aggressive and multi-layered in crypto. Economics are sound when you look past the decimal places.
➛ Audits: ★★★★ (4/5) - CertiK verified the 15.52M TPS record in April 2025 on the live mainnet. Qubic's CertiK audit is currently in progress at 99% remediation, with 4 core team members verified and a Bronze verification badge granted in December 2025.
The project is fully open-source, which provides continuous public scrutiny. The 51% Monero hashrate demonstration also proved the network's real computational power.
The ongoing CertiK audit nearing completion is a strong signal. Deduction comes from the audit not yet being fully finalized.
➛ Community: ★★★★★ (5/5) - This is Qubic's crown jewel. No VC funding, no premine, no ICO, yet the project has built one of the most passionate, deeply engaged communities in all of crypto.
The governance framework passed with 614 yes votes and zero opposition. The pseudonymous team culture mirrors Bitcoin's early ethos. Community-driven supply reduction (80% cut) shows real collective decision-making power. Active presence across Discord, X, Reddit, and Telegram.
The DOGE mining launch generated massive organic buzz across crypto media (Decrypt, The Block, CoinDesk). The anti-military license is a unique philosophical touch that resonates deeply with the community's values. This is grassroots conviction at its purest.
Conclusion
Qubic is the most conceptually ambitious project in crypto that almost nobody outside its community has heard of. Founded by the man who invented Proof of Stake and co-created the DAG, built without a single dollar of VC money, and now running the fastest verified blockchain on earth while simultaneously training AI and mining Dogecoin, it's a project that defies easy categorization.
The fundamentals are undeniable. No other project has a founder with this pedigree building something this technically novel with this level of community conviction.
If the AI training actually produces meaningful results and the DOGE mining flywheel scales, Qubic could become the proof that blockchain and AI convergence isn't just a narrative, it's the actual future. And if that happens, this is the project that got there first.
