Qubic All-Hands Recap: February 19, 2026

The February All-Hands packed more substance into ninety minutes than most projects deliver in a quarter. Neuraxon 2.0 is published and running. Oracle Machines are live on mainnet with over 11,000 successful queries. DogeCoin mining architecture is locked, and the newly approved Governance Framework gives the Qubic network a structural backbone it has never had before. Here is everything covered by the team.

Qubic Scientific Team: Neuraxon 2.0 Brain-Inspired AI Architecture

Neuraxon 2.0: Published, Open Source, and Running

Neuraxon 2.0 is out. The paper, authored by David Vivancos and Dr. Jose Sanchez, is live on ResearchGate with 220 reads. The full codebase is on GitHub. A working demo runs on HuggingFace. This is 100% open science.

Over the past three months, the team studied recent neuroscience research and translated those findings into the Neuraxon architecture. The result is a computational unit that behaves far closer to a biological neuron than its predecessor.

In practical terms: Neuraxon 2.0 now models how the brain's chemical messengers (dopamine, serotonin, acetylcholine, norepinephrine) interact across nine receptor subtypes, mirroring real cerebral cortex brain function. It handles ternary logic (excitatory, neutral, inhibitory) instead of simple on/off signals. It processes information at different speeds simultaneously, the way real neurons do. And its internal wiring follows the same "small-world" connection patterns found in actual brain tissue.

The paper includes 85+ references, extensive pseudocode, and a full implementation. The HuggingFace demo lets anyone build, configure, and simulate a Neuraxon 2.0 network from scratch. Training data comes from tens of thousands of Game of Life simulations, which generate the evolutionary pressure and behavioral variation that Neuraxon networks learn from.

What's Next for Neuraxon on the Qubic Network

The team plans to introduce multi-Neuraxon circles, where separate networks specialize in different functions (similar to the brain's visual cortex and auditory cortex) and communicate with each other. Design work for integrating Neuraxon into the Qubic network begins in March, a key step toward decentralized AI infrastructure. A physical device is in development, with a potential reveal targeted for May.

Neuraxon Intelligence Academy

The Neuraxon Intelligence Academy continues publishing educational content that bridges the gap between brain science and AI in blockchain. Three volumes are now live. Volume 1: Why Intelligence Is Not Computed in Steps but in Time explores why intelligence operates in continuous time rather than discrete steps. Volume 2: Ternary Dynamics as a Model of Living Intelligence explains ternary dynamics and why three-state logic matters for modeling living systems. Volume 3: Neuromodulation and Brain-Inspired AI covers neuromodulation and how the brain's chemical signaling inspires Neuraxon's architecture.

During the Q&A, the team was asked to explain the difference between Neuraxon and traditional LLMs. David Vivancos put it simply: LLMs are a snapshot in time. They train, then deploy a frozen model. Neuraxon is always on, always learning, always changing based on what it encounters. Dr. Sanchez added that LLMs predict the next word in a sequence, while Neuraxon simulates how the brain actually works.

Qubic Core Tech: Oracle Machines, DogeCoin Mining, and Network Upgrades

Oracle Machines Live on Mainnet

Oracle Machines went live on mainnet February 11. As of the All-Hands: 11,212 successful queries, 31,221 reveal transactions, zero unresolvable queries. A full query-to-response cycle completes in roughly seven Qubic network ticks.

Computors currently run Oracle nodes voluntarily. Starting in late March, Oracle participation will directly affect Computor revenue. A subscription feature is also coming, allowing smart contracts to subscribe to price feeds and receive automatic updates when Oracle data changes. DogeCoin mining will rely on Oracle Machines for share validation, making it the first real-world external use case for Qubic's oracles.

Network Guardians: Closed Beta with Global Reach

The Network Guardians program now has 40 nodes online across the globe. Twenty-two are Lite nodes (which participate directly in the core network), and eighteen are Bob nodes. Coverage spans Europe, the United States, South America, Australia, the Middle East, and Asia.

The team noted one gap: Africa. Anyone with server infrastructure on the continent is encouraged to join the beta program through guardians.qubic.org.

First Guardian revenue was distributed on February 12. The project moves to open beta next, with production targeted by April 30.

DogeCoin ASIC Mining Integration on Qubic

The team walked through the full DogeCoin mining architecture for the first time. Miners connect through a custom Pool Server, which communicates through a Dispatcher that bridges the Qubic network and a Doge Pool Server. Share validation runs through Oracle Machines, with up to 13 oracle commits per transaction.

Architecture design and share validation logic are both complete. Computor documentation publishes by end of February. Testing begins March 4. Main Net launch targets April 1, with production on April 30.

One important clarification from the Q&A: DogeCoin mining runs parallel to AI training, not in place of it. ASIC mining hardware handles Doge. CPU mining and GPU mining continue running Aigarth, Qubic's proof of useful work system. This replaces the current alternating model with a truly simultaneous architecture.

Core Optimization Phase 1

This project targets three goals: stabilizing the core and accelerating smart contract processing, improving code readability, and lowering the barrier for new developers.

Additional Qubic Network Updates

The New Revenue Algorithm restarts February 23 with a fresh design cycle, targeting A/B testing by March 18 and Main Net on April 8. An Aigarth algorithm upgrade begins in March, allowing AI training solutions to develop across epoch boundaries rather than resetting each cycle. Network capacity increases are planned: more transactions per tick and larger maximum payloads. Bob and Lite Nodes V1 integration is complete and ready to close.

Qubic Wallet and Client Services

A browser wallet extension is in development. Desktop users will be able to send and receive QUS and assets directly from their browser, with dApp integration. Beta is expected mid-March. Release v1 targets March 29.

RPC Eventlog Integration will allow the Qubic explorer, wallets, and external apps to receive event logs with long-term storage. Closed beta with the explorer starts February 28. Public beta launches March 16.

The tech team published a live roadmap covering a rolling 3-4 month window at beta.proadmap.net.

Qubic Incubation Program Updates

Mr. Rose provided a project-by-project update on the current pipeline.

Solana Bridge is actively recruiting a C++ smart contract developer. Tokenoya, the project lead, is conducting interviews. Experienced C++ developers interested in the role are encouraged to reach out. For technical background on this project, see Connecting Qubic to Solana: The Bridge Explained.

Vottun Bridge audit results from CertiK are expected shortly. The team is monitoring and will share updates as they arrive.

OTC Escrow is being audited by Mundus Security. The first of three audit rounds is complete. If everything proceeds on schedule, the proposal goes to quorum within two weeks.

Qswap Front is working through Milestone 3. Delivery is expected within the next ten days.

Nostromo is transitioning to community ownership, with Fletcher coordinating next steps among shareholders. The project remains active.

Qubic Marketing: Impressions, SEO, and Content Strategy

In the first seventeen days of February, the team generated 9.5 million combined impressions. Organic channels pulled 1.07M+ impressions on X and LinkedIn, 178 new CRM opt-ins, and 48,000 unique website visitors over the trailing 30-day window. Paid X campaigns delivered 8.5M impressions at $2,757 total spend, matching December's volume at lower cost.

SEO score climbed to $2,727/month in estimated organic value. AI visibility sits at 51.2% with 14 Google AIO keyword placements.

A Neuraxon 2.0 press release published the day of the All-Hands. The Qubic press page went live the same day. Plans ahead include long-form SEO articles, 10 guest articles on Medium, HackerNoon collaboration, a DOGE content campaign timed to the mining launch, Reddit presence building, and five new language translations with Portuguese close to finalization. The team also regained full access to the Qubic YouTube account and is now streaming live.

Qubic Governance Framework: Approved and In Progress

The Governance & Funding Framework was approved by Computor vote at Epoch 200 on February 14, with 614 yes votes. For the full structural breakdown, see the dedicated recap.

Implementation is underway. Requirements for the Finance Auditing Entity are being drafted by Mr. Rose and Kimz. Once finalized, they will be shared with the community for feedback before approaching auditing firms. Strategic Board positions (workgroup leads, Computor delegates, advisors) are being filled.

Community Q&A Highlights

Exchange Listings: Two to three conversations are active, alongside discussions with on-ramp/off-ramp providers and a DEX. The strategy focuses on favorable terms while market conditions develop.

Neuraxon Public API: No public API exists yet, but the full codebase is open source on GitHub. Once Neuraxon runs on the Qubic network, it becomes a persistent, always-on system.

Qubic Token Burn: Execution fees already burn tokens when smart contracts run. Oracle Machine usage and DogeCoin mining will add transactional volume that contributes to burn pressure.

Useful Proof of Work Progress: Aigarth continues evolving models alongside Neuraxon. Miner results flow to the Aigarth team. The team acknowledged that a public benchmark is worth considering for the future.

What Comes Next for Qubic

March is stacked. Oracle Machine revenue and subscriptions go live. DogeCoin testing begins March 4.  Smart contract state detection hits Main Net the same day, with minimum SC execution fees following March 25. The browser wallet extension hits beta mid-month. RPC eventlog enters public beta March 16. Neuraxon network integration design begins. The governance framework starts filling its structural roles.

Follow progress on the live roadmap. Track Network Guardians at guardians.qubic.org. Explore documentation at docs.qubic.org. 

Join the discussion on Discord, X, and Telegram.