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Qubic Guardians: When the Community Becomes the Network’s Immune System
In many blockchain ecosystems, running infrastructure is usually limited to validators with powerful hardware. But with Qubic, the architecture is being designed differently.
That’s where Qubic Guardians comes in.
Guardians is a community-driven program that encourages users to run nodes that help support the Qubic network, improving decentralization, data accessibility, and overall stability.
And the most interesting part?
You don’t need an ultra-powerful server with terabytes of RAM like Computor nodes to participate.
Guardians significantly lowers the infrastructure barrier, allowing more community members to help operate the network.
Two Types of Nodes in the Guardians System
Participants can run two main types of nodes.
1️⃣ Bob Node
Bob Nodes function as indexers for the Qubic network.
Their role is to process and provide blockchain data through APIs, enabling:
wallets to check balancesapplications to read transactionsWeb3 services to integrate blockchain data
In simple terms, Bob Nodes make it easier and faster for applications to read blockchain data.
2️⃣ Core Lite Node
Core Lite Nodes act as a lighter version of a full Qubic node.
They can:
receive network datavalidate ticks and transactionshelp distribute network information
Although they don’t participate in consensus like Computor nodes, they still play an important role in strengthening the network infrastructure.
How the Guardians System Works
The process is straightforward:
1️⃣ Users deploy a node
2️⃣ The network detects the node automatically
3️⃣ Performance and uptime are monitored
4️⃣ Nodes receive reliability scores
5️⃣ Rewards are distributed periodically
In short:
The more stable your node is, the more it contributes — and the more rewards it can earn.
Why Guardians Is Important
In many blockchain systems, community nodes often receive little incentive.
Qubic approaches this differently by turning node operators into a real infrastructure layer of the network.
Guardians help:
expand global network infrastructureimprove data access for dAppsreduce reliance on centralized serversincrease network resilience
You can think of Guardians as the immune system of the Qubic network.
The more nodes operating across the world, the stronger the network becomes.
Looking Ahead
Qubic is not just another blockchain.
The long-term vision is to build a decentralized computational infrastructure capable of supporting AI and advanced workloads.
That means the network needs:
fast data accesshighly reliable infrastructurescalable global participation
Guardians represent the community-powered layer that helps make this possible.
One thing is becoming increasingly clear:
The real strength of blockchain does not only come from technology.
It comes from the community that runs it.
And with Qubic Guardians, the community is becoming part of the network itself.
https://guardians.qubic.org/
#Qubic #aicrypto #Decentralization #AI #blockchain 🚀
That’s where Qubic Guardians comes in.
Guardians is a community-driven program that encourages users to run nodes that help support the Qubic network, improving decentralization, data accessibility, and overall stability.
And the most interesting part?
You don’t need an ultra-powerful server with terabytes of RAM like Computor nodes to participate.
Guardians significantly lowers the infrastructure barrier, allowing more community members to help operate the network.
Two Types of Nodes in the Guardians System
Participants can run two main types of nodes.
1️⃣ Bob Node
Bob Nodes function as indexers for the Qubic network.
Their role is to process and provide blockchain data through APIs, enabling:
wallets to check balancesapplications to read transactionsWeb3 services to integrate blockchain data
In simple terms, Bob Nodes make it easier and faster for applications to read blockchain data.
2️⃣ Core Lite Node
Core Lite Nodes act as a lighter version of a full Qubic node.
They can:
receive network datavalidate ticks and transactionshelp distribute network information
Although they don’t participate in consensus like Computor nodes, they still play an important role in strengthening the network infrastructure.
How the Guardians System Works
The process is straightforward:
1️⃣ Users deploy a node
2️⃣ The network detects the node automatically
3️⃣ Performance and uptime are monitored
4️⃣ Nodes receive reliability scores
5️⃣ Rewards are distributed periodically
In short:
The more stable your node is, the more it contributes — and the more rewards it can earn.
Why Guardians Is Important
In many blockchain systems, community nodes often receive little incentive.
Qubic approaches this differently by turning node operators into a real infrastructure layer of the network.
Guardians help:
expand global network infrastructureimprove data access for dAppsreduce reliance on centralized serversincrease network resilience
You can think of Guardians as the immune system of the Qubic network.
The more nodes operating across the world, the stronger the network becomes.
Looking Ahead
Qubic is not just another blockchain.
The long-term vision is to build a decentralized computational infrastructure capable of supporting AI and advanced workloads.
That means the network needs:
fast data accesshighly reliable infrastructurescalable global participation
Guardians represent the community-powered layer that helps make this possible.
One thing is becoming increasingly clear:
The real strength of blockchain does not only come from technology.
It comes from the community that runs it.
And with Qubic Guardians, the community is becoming part of the network itself.
https://guardians.qubic.org/
#Qubic #aicrypto #Decentralization #AI #blockchain 🚀
Qubic Meets Doge: How the Architecture Actually Works
The diagram above reveals how Qubic integrates Dogecoin mining into its Useful Proof-of-Work (uPoW) ecosystem — turning mining infrastructure into a coordinated distributed computing system.
Here’s the simplified flow:
1️⃣ Miners → Pool Server
ASIC miners connect through the Stratum protocol to a Qubic Pool Server.
The pool distributes tasks and sets the difficulty for mining shares.
2️⃣ Pool Server → Dispatcher
The Pool Server communicates with a Dispatcher, a custom bridge between the Qubic network and external Dogecoin mining pools.
3️⃣ Dispatcher → DOGE Pool
The Dispatcher forwards mining tasks to a Dogecoin pool server and returns valid shares from miners.
4️⃣ Decentralized Validation via Qubic Network
Instead of trusting a single mining pool operator, Qubic validates shares through its decentralized Oracle Machines. Multiple oracle nodes check whether the Doge share is valid before confirming it on-chain. (qubic.org)
Up to 13 oracle commits can be included in a single transaction, ensuring high-throughput validation while keeping the system decentralized. (qubic.org)
Why This Is Different From Traditional Mining
Most mining pools rely on centralized share validation.
Qubic introduces something new:
🔹 Decentralized validation through Oracle Machines
🔹 Parallel computation architecture
🔹 AI training + crypto mining running simultaneously
Because Dogecoin mining uses ASIC hardware, while Qubic’s AI training (Aigarth) runs on CPUs and GPUs, both workloads can operate in parallel without competing for resources. (qubic.org)
This means:
ASIC hardware mines $DOGECPU/GPU resources continue training decentralized AIThe network produces both economic value and useful computation
April 1, 2026 — A Major Milestone
Testing started in March and the mainnet launch target is April 1, 2026. (qubic.org)
If successful, this will be one of the first real demonstrations of a blockchain coordinating multiple types of compute workloads at once — AI training, oracle validation, and external PoW mining.
For Qubic, Dogecoin mining is not just about hashrate.
It’s a proof that Useful Proof-of-Work can scale beyond traditional mining into a multi-purpose decentralized compute infrastructure.
📖 Full technical breakdown:
https://qubic.org/blog-detail/qubic-dogecoin-mining-how-it-works
#Qubic #DOGE #Aİ #DePIN #CryptoMining
Here’s the simplified flow:
1️⃣ Miners → Pool Server
ASIC miners connect through the Stratum protocol to a Qubic Pool Server.
The pool distributes tasks and sets the difficulty for mining shares.
2️⃣ Pool Server → Dispatcher
The Pool Server communicates with a Dispatcher, a custom bridge between the Qubic network and external Dogecoin mining pools.
3️⃣ Dispatcher → DOGE Pool
The Dispatcher forwards mining tasks to a Dogecoin pool server and returns valid shares from miners.
4️⃣ Decentralized Validation via Qubic Network
Instead of trusting a single mining pool operator, Qubic validates shares through its decentralized Oracle Machines. Multiple oracle nodes check whether the Doge share is valid before confirming it on-chain. (qubic.org)
Up to 13 oracle commits can be included in a single transaction, ensuring high-throughput validation while keeping the system decentralized. (qubic.org)
Why This Is Different From Traditional Mining
Most mining pools rely on centralized share validation.
Qubic introduces something new:
🔹 Decentralized validation through Oracle Machines
🔹 Parallel computation architecture
🔹 AI training + crypto mining running simultaneously
Because Dogecoin mining uses ASIC hardware, while Qubic’s AI training (Aigarth) runs on CPUs and GPUs, both workloads can operate in parallel without competing for resources. (qubic.org)
This means:
ASIC hardware mines $DOGECPU/GPU resources continue training decentralized AIThe network produces both economic value and useful computation
April 1, 2026 — A Major Milestone
Testing started in March and the mainnet launch target is April 1, 2026. (qubic.org)
If successful, this will be one of the first real demonstrations of a blockchain coordinating multiple types of compute workloads at once — AI training, oracle validation, and external PoW mining.
For Qubic, Dogecoin mining is not just about hashrate.
It’s a proof that Useful Proof-of-Work can scale beyond traditional mining into a multi-purpose decentralized compute infrastructure.
📖 Full technical breakdown:
https://qubic.org/blog-detail/qubic-dogecoin-mining-how-it-works
#Qubic #DOGE #Aİ #DePIN #CryptoMining
Foundations matter. Following CFB's "rebuild from foundations" logic, $QUBIC already has its blueprints peer-reviewed by the toughest critics in the world. Being indexed in Scopus/IEEE isn't just "news"-it’s a global validation of #Neuraxon. Real AGI is coming from Berlin! #CMLT #Qubic #Neuraxon #AGI #IEEE
$QUBIC SCARCITY SHOCKS $BTC MAXIS! 🤯
New analysis reveals $QUBIC's fundamental scarcity is 10x greater than $BTC when comparing base units, challenging long-held assumptions about digital asset supply. This re-evaluation could trigger significant institutional re-allocation as market participants grasp the true implications of indivisible unit economics.
Observe the shifting narratives. Whales accumulate based on fundamental scarcity, not superficial metrics. Re-evaluate your positions. Liquidity will follow true value. Position for the inevitable re-pricing. Do not miss this paradigm shift. Smart money is already adjusting. Anticipate aggressive bids on top-tier exchanges. Monitor order books for large block buys. Capitalize on this structural advantage.
Not financial advice. Manage your risk.
#Crypto #Scarcity #Alpha #QUBIC #BTC
💎
New analysis reveals $QUBIC's fundamental scarcity is 10x greater than $BTC when comparing base units, challenging long-held assumptions about digital asset supply. This re-evaluation could trigger significant institutional re-allocation as market participants grasp the true implications of indivisible unit economics.
Observe the shifting narratives. Whales accumulate based on fundamental scarcity, not superficial metrics. Re-evaluate your positions. Liquidity will follow true value. Position for the inevitable re-pricing. Do not miss this paradigm shift. Smart money is already adjusting. Anticipate aggressive bids on top-tier exchanges. Monitor order books for large block buys. Capitalize on this structural advantage.
Not financial advice. Manage your risk.
#Crypto #Scarcity #Alpha #QUBIC #BTC
💎
🔥 $QUBIC IS 10X SCARCER THAN $BTC ! WAKE UP!
The market just got a reality check on true scarcity!
👉 Most compare $BTC vs $QUBIC supply WRONG.
✅ $BTC has 2.1 quadrillion satoshis.
✅ $QUBIC has only 200 trillion indivisible units.
• This means $QUBIC is fundamentally ~10x scarcer than $BTC in base units!
• Unprecedented scarcity narrative shift incoming! Get ready for the $QUBIC parabolic move! DO NOT FADE THIS GENERATIONAL OPPORTUNITY!
#QUBIC #Scarcity #Crypto #Altcoins #FOMO 🚀
The market just got a reality check on true scarcity!
👉 Most compare $BTC vs $QUBIC supply WRONG.
✅ $BTC has 2.1 quadrillion satoshis.
✅ $QUBIC has only 200 trillion indivisible units.
• This means $QUBIC is fundamentally ~10x scarcer than $BTC in base units!
• Unprecedented scarcity narrative shift incoming! Get ready for the $QUBIC parabolic move! DO NOT FADE THIS GENERATIONAL OPPORTUNITY!
#QUBIC #Scarcity #Crypto #Altcoins #FOMO 🚀
$QUBIC SCARCITY REVEALED: BITCOIN OUTPLAYED! 🤯
Groundbreaking analysis exposes $QUBIC as fundamentally ~10x scarcer than Bitcoin's smallest units. This redefines traditional supply comparisons, signaling a critical shift in market perception. Expect institutional players to rapidly re-evaluate valuations and capital allocations based on this overlooked metric.
Monitor $QUBIC order books. Identify whale accumulation patterns on top-tier exchanges. Prepare for significant price discovery. Do not underestimate this fundamental supply re-rating. Position aggressively. Capitalize on the impending FOMO. Smart money is already front-running this narrative. Secure your bag before the parabolic move.
Not financial advice. Manage your risk.
#QUBIC #CryptoAlpha #Scarcity #WhaleWatch #BTC
🚀
Groundbreaking analysis exposes $QUBIC as fundamentally ~10x scarcer than Bitcoin's smallest units. This redefines traditional supply comparisons, signaling a critical shift in market perception. Expect institutional players to rapidly re-evaluate valuations and capital allocations based on this overlooked metric.
Monitor $QUBIC order books. Identify whale accumulation patterns on top-tier exchanges. Prepare for significant price discovery. Do not underestimate this fundamental supply re-rating. Position aggressively. Capitalize on the impending FOMO. Smart money is already front-running this narrative. Secure your bag before the parabolic move.
Not financial advice. Manage your risk.
#QUBIC #CryptoAlpha #Scarcity #WhaleWatch #BTC
🚀
#AI alts have led the bounce over two weeks: $TAO +52%, $RENDER +45%, $FET +41%, with oversold higher-TF bullish divergences marking the bottom. AI headlines helped sentiment, but zoomed out, it’s still a bounce — not a long-term trend flip yet.
#TAO : healthiest look; weekly candle strong. Needs >$300 to shift the downtrend.
#RENDER : flip $3 to trigger a double-bottom breakout, daily target ~$5.
#FET : OG but still in a steep downtrend; bounce is divergence-driven.
#QUBIC : falling wedge; ∼2× from here would confirm long-term breakout.
Nice if you bought the bottom, but structurally these remain counter-trend rallies until higher resistances give way.
#TAO : healthiest look; weekly candle strong. Needs >$300 to shift the downtrend.
#RENDER : flip $3 to trigger a double-bottom breakout, daily target ~$5.
#FET : OG but still in a steep downtrend; bounce is divergence-driven.
#QUBIC : falling wedge; ∼2× from here would confirm long-term breakout.
Nice if you bought the bottom, but structurally these remain counter-trend rallies until higher resistances give way.
Many people are asking me about $QUBIC, which is understandable since it has risen over +135% since I posted about it last month.
Today it is up +21%, but I'm not focused on the price of #QUBIC , as I said before: "Until it makes 10x the price of my post, I will see this movement as NORMAL, zero surprise!"
I hope we go very high with this coin, so until we make 10x...don't call me about increases.
There are good Altcoin projects, take advantage while prices are ridiculously cheap.
Today it is up +21%, but I'm not focused on the price of #QUBIC , as I said before: "Until it makes 10x the price of my post, I will see this movement as NORMAL, zero surprise!"
I hope we go very high with this coin, so until we make 10x...don't call me about increases.
There are good Altcoin projects, take advantage while prices are ridiculously cheap.
Ualifi Araújo
·
--
Bullish$QUBIC
The market, in general, is in decline. Many altcoins are delaying updates or important events because of the bad moment; no one wants to "burn a cartridge" in such an unstable environment. Therefore, it is natural that the altcoin market, including good projects, continues to be traded at ridiculously low prices.
I, personally, am a fan of what CFB is building on QUBIC and have been closely following the project's advancements. Honestly, if anyone has a real chance of achieving AGI, it will be QUBIC.
Recently, we saw the Oracle Machines already active on the mainnet. Everything is functioning perfectly. They were launched on the mainnet, allowing smart contracts to consume external data (prices, signals, sensors, etc.) directly on the blockchain without relying on external oracles.
This transforms Qubic not only into a high-performance blockchain, recognized as the fastest, with validation from CertiK, but into a system capable of running intelligent applications in real-time with real-world data, something fundamental for DeFi, AI, and decentralized automation.
The #QUBIC shows that even with the market in decline, development and innovation do not need to stop. Those who have been in the market for many years know that it is precisely during difficult periods like this that the best projects are built.
The current price moment does not reflect how much QUBIC has been advancing or the potential of the project being developed.
In the chart, the price is below the green range, which was an old support. Just like in numerous other altcoins, this level was not respected. However, it is quite likely that the bottom found in February marked the lowest point, and that we are now in the formation of a definitive bottom.
A 10x movement from current prices would not surprise me. Even when we reach the red range, we will still be extremely undervalued; much higher prices will be reached in the Altseason.
I have ZERO rush with this coin. I will wait as long as necessary!
The market, in general, is in decline. Many altcoins are delaying updates or important events because of the bad moment; no one wants to "burn a cartridge" in such an unstable environment. Therefore, it is natural that the altcoin market, including good projects, continues to be traded at ridiculously low prices.
I, personally, am a fan of what CFB is building on QUBIC and have been closely following the project's advancements. Honestly, if anyone has a real chance of achieving AGI, it will be QUBIC.
Recently, we saw the Oracle Machines already active on the mainnet. Everything is functioning perfectly. They were launched on the mainnet, allowing smart contracts to consume external data (prices, signals, sensors, etc.) directly on the blockchain without relying on external oracles.
This transforms Qubic not only into a high-performance blockchain, recognized as the fastest, with validation from CertiK, but into a system capable of running intelligent applications in real-time with real-world data, something fundamental for DeFi, AI, and decentralized automation.
The #QUBIC shows that even with the market in decline, development and innovation do not need to stop. Those who have been in the market for many years know that it is precisely during difficult periods like this that the best projects are built.
The current price moment does not reflect how much QUBIC has been advancing or the potential of the project being developed.
In the chart, the price is below the green range, which was an old support. Just like in numerous other altcoins, this level was not respected. However, it is quite likely that the bottom found in February marked the lowest point, and that we are now in the formation of a definitive bottom.
A 10x movement from current prices would not surprise me. Even when we reach the red range, we will still be extremely undervalued; much higher prices will be reached in the Altseason.
I have ZERO rush with this coin. I will wait as long as necessary!
jhowwalcker:
como consigo comprar professor?
qual endereço
#Qubic has also caught the attention of some investors lately. The market always brings new interesting projects to follow.
Are you accumulating Qubic for the long term or just observing the project for now? 🚀
Are you accumulating Qubic for the long term or just observing the project for now? 🚀
🏗️ When Giants Rebuild: From Elon’s #XAI to Vivancos’ #Neuraxon .
Elon recently admitted a hard truth: xAI was not built right the first time and is now being rebuilt from the foundations up. This mirrors Tesla’s history—realizing that to change the world, you can’t just iterate on a broken legacy; you have to start over and get the core right.
While most of the AI world is currently distracted by "AI Wrappers" (projects that simply call APIs from centralized giants), Vivancos and the #Qubic Science Team have been quietly leading a "Foundational Revolution" for years.
🧠 Neuraxon: The Blueprint for a Real AI Brain
Referencing the official Neuraxon repository on GitHub, we see a true "First Principles" approach to #AGI :
Written from Scratch (No Dependencies): Unlike standard AI projects that rely on bloated, third-party libraries, Neuraxon is a pure, independent architecture. It’s built for maximum efficiency and zero waste—just like Elon’s vision for a lean, powerful foundation.
Beyond the Binary Wall (Trinary Logic): This is the game-changer. Neuraxon utilizes Qubic’s Trinary Logic (-1, 0, 1) to mimic the biological brain's excitation and inhibition. It’s a "New Neural Growth & Computation Blueprint" that moves beyond the rigid 0s and 1s of traditional computing.
Evolutionary Scaling: In the Qubic ecosystem, Neuraxon doesn't just "process" data; it facilitates the growth of neural networks that can adapt and evolve, providing the true substrate needed for Decentralized AGI (#DeAI ).
💡 The Bottom Line
Elon’s admission is a wake-up call for the entire industry: What is "easy" is rarely sustainable. Only those who dare to build from the ground up—no matter how slow or difficult—will define the future.
Vivancos and the Qubic team chose the hard path. Neuraxon is not just a project; it is proof that building it "right" from the start is the only way to achieve AGI.
Elon recently admitted a hard truth: xAI was not built right the first time and is now being rebuilt from the foundations up. This mirrors Tesla’s history—realizing that to change the world, you can’t just iterate on a broken legacy; you have to start over and get the core right.
While most of the AI world is currently distracted by "AI Wrappers" (projects that simply call APIs from centralized giants), Vivancos and the #Qubic Science Team have been quietly leading a "Foundational Revolution" for years.
🧠 Neuraxon: The Blueprint for a Real AI Brain
Referencing the official Neuraxon repository on GitHub, we see a true "First Principles" approach to #AGI :
Written from Scratch (No Dependencies): Unlike standard AI projects that rely on bloated, third-party libraries, Neuraxon is a pure, independent architecture. It’s built for maximum efficiency and zero waste—just like Elon’s vision for a lean, powerful foundation.
Beyond the Binary Wall (Trinary Logic): This is the game-changer. Neuraxon utilizes Qubic’s Trinary Logic (-1, 0, 1) to mimic the biological brain's excitation and inhibition. It’s a "New Neural Growth & Computation Blueprint" that moves beyond the rigid 0s and 1s of traditional computing.
Evolutionary Scaling: In the Qubic ecosystem, Neuraxon doesn't just "process" data; it facilitates the growth of neural networks that can adapt and evolve, providing the true substrate needed for Decentralized AGI (#DeAI ).
💡 The Bottom Line
Elon’s admission is a wake-up call for the entire industry: What is "easy" is rarely sustainable. Only those who dare to build from the ground up—no matter how slow or difficult—will define the future.
Vivancos and the Qubic team chose the hard path. Neuraxon is not just a project; it is proof that building it "right" from the start is the only way to achieve AGI.
Why is today at #T3chFest 2026 a game-changer? Because this isn't a crypto shill; it’s a developer summit. #Qubic is proving that #AGI doesn't have to be monopolized by Big Tech. It can be born decentralized, transparent, and community-owned.
Our strength lies in unity: 6.97B QUBIC raised just to bring this tech to the stage. Huge shoutout to the scientific team and pioneering projects like @garthonqubic, @Qubic_Capital. This is just the beginning of the revolution! ❤️
The Real Qubic Way
Our strength lies in unity: 6.97B QUBIC raised just to bring this tech to the stage. Huge shoutout to the scientific team and pioneering projects like @garthonqubic, @Qubic_Capital. This is just the beginning of the revolution! ❤️
The Real Qubic Way
Spot on! #Qubic is rapidly shifting from a 'hidden gem' to a technological centerpiece. With our presentation at #T3chFest 2026 happening tomorrow in Madrid, the tech world will finally witness how #Trinary Logic and #UPoW are set to redefine the future of #AGI .
It’s no longer just about the hype—it’s about a fundamental paradigm shift in decentralized AI. Glad to have you on this journey to the top! 🧠🚀
It’s no longer just about the hype—it’s about a fundamental paradigm shift in decentralized AI. Glad to have you on this journey to the top! 🧠🚀
😎 AI X CRYPTO JOURNEY JUST STARTED .....😉💰
Watching closely: 😍
$TAO | $NEAR | $RENDER | #QUBIC
Which AI crypto projects are on your radar?
#AIBinance #CryptoXAI #BinanceTGEUP
Watching closely: 😍
$TAO | $NEAR | $RENDER | #QUBIC
Which AI crypto projects are on your radar?
#AIBinance #CryptoXAI #BinanceTGEUP
🚀 FROM CRYPTO TO HARDCORE SCIENCE: QUBIC AT T3CHFEST 2026!
If anyone asks how strong the $QUBIC community is, or where the project's true real-world value lies, here is the ultimate answer.
1. Unprecedented Community Power
We don't wait for VC handouts. The Qubic community crowdfunded a massive 6.97 BILLION $QUBIC in under 48 hours to fund this initiative and bring our project to the global stage. This is absolute proof of our unshakable conviction in the future of DeAI infrastructure.
2. The Arena of Tech Elites
@T3chFest at Universidad Carlos III de Madrid is NOT a crypto hype event or a token-shilling stage. It is a premier developer conference gathering over 1,800 top-tier engineers, researchers, and computer science students. Qubic is stepping onto this stage to talk pure science, open-source code, and computer architecture.
3. A Vision to Redefine AGI
On Friday, March 13 at 15:30 CET (Track T2), Jorge Ordovas (CEO of Kairos Tek and a 25+ year tech veteran from Telefonica) will deliver a groundbreaking 50-minute technical presentation:
👉 "What if AGI doesn't evolve from LLMs, but is born decentralized?"
He will demonstrate how Qubic's Useful Proof of Work (uPoW) architecture transforms raw mining energy into actual AI training power, bypassing the memory walls and hardware limits of centralized Big Tech.
Qubic's time isn't in the future. It's happening right now.
🔗 Event details: https://t3chfest.es/2026/en/programa/agi-evolve-llms
👉Read the article > T3chFest 2026: Why Qubic is the Must-Watch Centerpiece for the Future of Decentralized AI
#Qubic #DeAI #AGI #T3chFest #uPoW
If anyone asks how strong the $QUBIC community is, or where the project's true real-world value lies, here is the ultimate answer.
1. Unprecedented Community Power
We don't wait for VC handouts. The Qubic community crowdfunded a massive 6.97 BILLION $QUBIC in under 48 hours to fund this initiative and bring our project to the global stage. This is absolute proof of our unshakable conviction in the future of DeAI infrastructure.
2. The Arena of Tech Elites
@T3chFest at Universidad Carlos III de Madrid is NOT a crypto hype event or a token-shilling stage. It is a premier developer conference gathering over 1,800 top-tier engineers, researchers, and computer science students. Qubic is stepping onto this stage to talk pure science, open-source code, and computer architecture.
3. A Vision to Redefine AGI
On Friday, March 13 at 15:30 CET (Track T2), Jorge Ordovas (CEO of Kairos Tek and a 25+ year tech veteran from Telefonica) will deliver a groundbreaking 50-minute technical presentation:
👉 "What if AGI doesn't evolve from LLMs, but is born decentralized?"
He will demonstrate how Qubic's Useful Proof of Work (uPoW) architecture transforms raw mining energy into actual AI training power, bypassing the memory walls and hardware limits of centralized Big Tech.
Qubic's time isn't in the future. It's happening right now.
🔗 Event details: https://t3chfest.es/2026/en/programa/agi-evolve-llms
👉Read the article > T3chFest 2026: Why Qubic is the Must-Watch Centerpiece for the Future of Decentralized AI
#Qubic #DeAI #AGI #T3chFest #uPoW
$QUBIC/ #Qubic - pumped 115% from my 1st bounce zone I marked a few days ago.
Check the number / respected the level/ 0.438 as champ.
Hit follow here, on X/ @ero_crypto/ + TG not missing such TA and Calls
Check the number / respected the level/ 0.438 as champ.
Hit follow here, on X/ @ero_crypto/ + TG not missing such TA and Calls
Oracle Machines Are Coming to Qubic | Real-World Data for Smart Contracts
Written by The Qubic Team
Blockchains are powerful systems for verifiable computation, but they have a fundamental limitation. They can only work with data that already exists on-chain. If a smart contract needs to know the current price of Bitcoin, the outcome of a sports match, or the weather in Tokyo, it has no way to find out on its own.
Oracle Machines solve this problem. Qubic is introducing its native oracle infrastructure, giving smart contracts direct access to real-world information.
An Oracle Machine serves as middleware between Qubic Core Nodes and external data sources. It handles requests leaving the blockchain and delivers verified data back in a form the network can trust.
Think of it as a three-layer system:
Qubic Core Nodes - where smart contracts live and executeOracle Machine Node - the middleware layer that handles routing, caching, and validationExternal Oracle Services - price feeds, weather APIs, event data providers
When a smart contract needs external data, it sends a query to the Oracle Machine. The Oracle Machine checks its cache, forwards the request to the appropriate external service if needed, and returns the result to the blockchain in a standardized format.
This architecture keeps external complexity isolated from the core protocol, while enabling smart contracts to access real-world information reliably.
Technical Architecture
The Oracle Machine system uses a modular design with clear separation of concerns:
Core Modules:
How Data Flows Through the System
The request lifecycle follows a clear sequence:
Qubic Core Node sends OracleMachineQuery
↓
NodeConnection receives and validates
↓
RequestHandler checks cache
↓
InterfaceClient forwards to oracle service
↓
Oracle service fetches data (e.g., from CoinGecko API)
↓
Response cached and returned to Qubic Core node as OracleMachineReply
↓
Qubic Core nodes generate one OracleReplyCommitTransaction per Computor
↓
Quorum verifies the oracle reply based on commits of the Computors
↓
Verified oracle reply is revealed on the chain by a OracleReplyRevealTransaction
The caching layer is particularly important. Frequently requested data (like popular trading pair prices) can be served instantly from cache, reducing latency and external API load. The TTL-based system ensures data stays fresh while optimizing performance.
Oracle Interface Types
Oracle Machines support different interface types, each with its own query and reply structure. The system will launch with The Price and the Mock interface. More oracle interfaces will be added soon.
Price Interface (Index 0)
The Price interface fetches currency pair data from providers like CoinGecko.
Query Structure (Example):
Oracle: Provider identifier (e.g., CoinGecko)
Timestamp: Query timestamp
Currency1: Base currency (e.g., BTC)
Currency2: Quote currency (e.g., USD)
Note: This is an example. It may need to be revised and a precision requirement will likely be added.
Reply Structure (Example):
Numerator Price numerator (sint64)
Denominator: Price denominator (sint64)
The numerator/denominator format preserves precision for financial calculations without floating-point errors.
Mock Interface (Index 1)
Useful for automated and manual testing.
Two Ways to Request Data
Smart contracts and users can interact with Oracle Machines in two distinct modes:
One-Time Query
You submit a request, the Oracle Machine fetches the data, and you receive your answer. This works well for situations where you need a specific piece of information, at a specific moment.
Example use case: A prediction market contract needs to know who won last night's basketball game to settle bets.
Subscription
A smart contract can subscribe to receive ongoing updates from an oracle. Instead of asking for the current price every time, the contract receives automatic updates at regular intervals.
Example use case: A DeFi protocol needs continuous price feeds to calculate collateral ratios and trigger liquidations.
Request Tracking
Every oracle request gets a unique tracking ID for correlation between queries and replies. Query status can be:
Timeouts ensure the system keeps moving. If an oracle fails to respond within the defined window, the request is marked as failed, rather than waiting indefinitely.
Fees and Economics
This structure aligns with Qubic's tokenomics - where fees are burned rather than redistributed, creating deflationary pressure while incentivizing efficient operation.
What This Enables
Oracle Machines open up categories of applications that were previously impossible to build on Qubic. Combined with Qubic's feeless transactions and high-speed execution, developers can now create:
Prediction Markets: Automatic resolution based on verified real-world outcomes. Sports results, election outcomes, and event occurrences can now settle contracts without manual intervention.
DeFi Protocols: Reliable price feeds enable lending protocols, synthetic assets, and automated market makers. Liquidations can trigger based on accurate, timely price data from providers such as CoinGecko.
Insurance Applications: Parametric insurance contracts can pay out automatically when verified conditions are met such as weather events, flight delays, or other measurable occurrences.
Gaming and NFTs: Real-world data can influence in-game mechanics. Sports NFTs could update based on actual player performance.
For more potential applications, see Qubic Use Cases.
Building New Oracle Services
The Oracle Machine system is designed for extensibility. Third-party developers can add new oracle services by implementing the BaseOracleService interface.
To create a new oracle service:
Define interface structures in Qubic Core (query/reply formats)Create service implementation inheriting from BaseOracleServiceImplement data providers for external APIsAdd configuration entriesRegister in the build system
The oracle-machine repository includes reference implementations and detailed documentation for building custom oracle services.
This modular architecture means the range of available data sources will expand as the ecosystem grows - without requiring changes to the core protocol.
How Oracle Machines Fit Into Qubic's Vision
Oracle Machines represent another step toward Qubic's goal of building truly intelligent smart contracts. Combined with Useful Proof of Work (uPoW) and Aigarth - Qubic's decentralized AI initiative, oracles give smart contracts the ability to observe and respond to the real world.
As described in Qubic's About page:
"Oracle Machines will be used to make Qubic Smart Contracts even smarter by resolving events through trustworthy data such as stock prices, sports scores, or sensor readings and much more. Also Oracles will give Aigarth the ability to observe the outer world."
This positions Qubic uniquely among Layer 1 blockchains; not just as a transaction settlement layer, but as infrastructure for AI-powered applications that interact with external reality.
Performance Specifications
The InterfaceClient maintains persistent connections to oracle services with automatic reconnection on failure, ensuring reliability even when external services experience brief outages.
*The values are for reference only and predicted under the testing environment. Actual Values may differ when Oracles are live.
Getting Started for Developers
Developers interested in building with Oracle Machines can explore:
Qubic Documentation - Comprehensive technical guidesOracle Machine Repository - Source code and implementation detailsSmart Contracts Guide - How Qubic smart contracts workDeveloper Introduction - Getting started with Qubic developmentQubic Dev Kit - Set up your local testnetQubic CLI - Command-line tools for interacting with the networkGitHub Organization - All open-source repositories
For support, join the Qubic Discord community where developers actively collaborate.
Looking Ahead
Oracle infrastructure is foundational technology. Most users will never interact with Oracle Machines directly. Instead, they will use applications that rely on oracles behind the scenes.
Oracle Machines are currently in final testing on Qubic mainnet. Once testing is complete, the infrastructure will be ready for developers and applications to integrate.
Stay updated on Qubic developments through:
Qubic Blog - Latest news and technical updatesTwitter/X - Real-time announcementsTelegram & Discord - Community discussions
Oracle Machines are coming soon. Get ready to build something that matters.
#Qubic #Oracle #UPoW #AI #DeAI
Blockchains are powerful systems for verifiable computation, but they have a fundamental limitation. They can only work with data that already exists on-chain. If a smart contract needs to know the current price of Bitcoin, the outcome of a sports match, or the weather in Tokyo, it has no way to find out on its own.
Oracle Machines solve this problem. Qubic is introducing its native oracle infrastructure, giving smart contracts direct access to real-world information.
An Oracle Machine serves as middleware between Qubic Core Nodes and external data sources. It handles requests leaving the blockchain and delivers verified data back in a form the network can trust.
Think of it as a three-layer system:
Qubic Core Nodes - where smart contracts live and executeOracle Machine Node - the middleware layer that handles routing, caching, and validationExternal Oracle Services - price feeds, weather APIs, event data providers
When a smart contract needs external data, it sends a query to the Oracle Machine. The Oracle Machine checks its cache, forwards the request to the appropriate external service if needed, and returns the result to the blockchain in a standardized format.
This architecture keeps external complexity isolated from the core protocol, while enabling smart contracts to access real-world information reliably.
Technical Architecture
The Oracle Machine system uses a modular design with clear separation of concerns:
Core Modules:
How Data Flows Through the System
The request lifecycle follows a clear sequence:
Qubic Core Node sends OracleMachineQuery
↓
NodeConnection receives and validates
↓
RequestHandler checks cache
↓
InterfaceClient forwards to oracle service
↓
Oracle service fetches data (e.g., from CoinGecko API)
↓
Response cached and returned to Qubic Core node as OracleMachineReply
↓
Qubic Core nodes generate one OracleReplyCommitTransaction per Computor
↓
Quorum verifies the oracle reply based on commits of the Computors
↓
Verified oracle reply is revealed on the chain by a OracleReplyRevealTransaction
The caching layer is particularly important. Frequently requested data (like popular trading pair prices) can be served instantly from cache, reducing latency and external API load. The TTL-based system ensures data stays fresh while optimizing performance.
Oracle Interface Types
Oracle Machines support different interface types, each with its own query and reply structure. The system will launch with The Price and the Mock interface. More oracle interfaces will be added soon.
Price Interface (Index 0)
The Price interface fetches currency pair data from providers like CoinGecko.
Query Structure (Example):
Oracle: Provider identifier (e.g., CoinGecko)
Timestamp: Query timestamp
Currency1: Base currency (e.g., BTC)
Currency2: Quote currency (e.g., USD)
Note: This is an example. It may need to be revised and a precision requirement will likely be added.
Reply Structure (Example):
Numerator Price numerator (sint64)
Denominator: Price denominator (sint64)
The numerator/denominator format preserves precision for financial calculations without floating-point errors.
Mock Interface (Index 1)
Useful for automated and manual testing.
Two Ways to Request Data
Smart contracts and users can interact with Oracle Machines in two distinct modes:
One-Time Query
You submit a request, the Oracle Machine fetches the data, and you receive your answer. This works well for situations where you need a specific piece of information, at a specific moment.
Example use case: A prediction market contract needs to know who won last night's basketball game to settle bets.
Subscription
A smart contract can subscribe to receive ongoing updates from an oracle. Instead of asking for the current price every time, the contract receives automatic updates at regular intervals.
Example use case: A DeFi protocol needs continuous price feeds to calculate collateral ratios and trigger liquidations.
Request Tracking
Every oracle request gets a unique tracking ID for correlation between queries and replies. Query status can be:
Timeouts ensure the system keeps moving. If an oracle fails to respond within the defined window, the request is marked as failed, rather than waiting indefinitely.
Fees and Economics
This structure aligns with Qubic's tokenomics - where fees are burned rather than redistributed, creating deflationary pressure while incentivizing efficient operation.
What This Enables
Oracle Machines open up categories of applications that were previously impossible to build on Qubic. Combined with Qubic's feeless transactions and high-speed execution, developers can now create:
Prediction Markets: Automatic resolution based on verified real-world outcomes. Sports results, election outcomes, and event occurrences can now settle contracts without manual intervention.
DeFi Protocols: Reliable price feeds enable lending protocols, synthetic assets, and automated market makers. Liquidations can trigger based on accurate, timely price data from providers such as CoinGecko.
Insurance Applications: Parametric insurance contracts can pay out automatically when verified conditions are met such as weather events, flight delays, or other measurable occurrences.
Gaming and NFTs: Real-world data can influence in-game mechanics. Sports NFTs could update based on actual player performance.
For more potential applications, see Qubic Use Cases.
Building New Oracle Services
The Oracle Machine system is designed for extensibility. Third-party developers can add new oracle services by implementing the BaseOracleService interface.
To create a new oracle service:
Define interface structures in Qubic Core (query/reply formats)Create service implementation inheriting from BaseOracleServiceImplement data providers for external APIsAdd configuration entriesRegister in the build system
The oracle-machine repository includes reference implementations and detailed documentation for building custom oracle services.
This modular architecture means the range of available data sources will expand as the ecosystem grows - without requiring changes to the core protocol.
How Oracle Machines Fit Into Qubic's Vision
Oracle Machines represent another step toward Qubic's goal of building truly intelligent smart contracts. Combined with Useful Proof of Work (uPoW) and Aigarth - Qubic's decentralized AI initiative, oracles give smart contracts the ability to observe and respond to the real world.
As described in Qubic's About page:
"Oracle Machines will be used to make Qubic Smart Contracts even smarter by resolving events through trustworthy data such as stock prices, sports scores, or sensor readings and much more. Also Oracles will give Aigarth the ability to observe the outer world."
This positions Qubic uniquely among Layer 1 blockchains; not just as a transaction settlement layer, but as infrastructure for AI-powered applications that interact with external reality.
Performance Specifications
The InterfaceClient maintains persistent connections to oracle services with automatic reconnection on failure, ensuring reliability even when external services experience brief outages.
*The values are for reference only and predicted under the testing environment. Actual Values may differ when Oracles are live.
Getting Started for Developers
Developers interested in building with Oracle Machines can explore:
Qubic Documentation - Comprehensive technical guidesOracle Machine Repository - Source code and implementation detailsSmart Contracts Guide - How Qubic smart contracts workDeveloper Introduction - Getting started with Qubic developmentQubic Dev Kit - Set up your local testnetQubic CLI - Command-line tools for interacting with the networkGitHub Organization - All open-source repositories
For support, join the Qubic Discord community where developers actively collaborate.
Looking Ahead
Oracle infrastructure is foundational technology. Most users will never interact with Oracle Machines directly. Instead, they will use applications that rely on oracles behind the scenes.
Oracle Machines are currently in final testing on Qubic mainnet. Once testing is complete, the infrastructure will be ready for developers and applications to integrate.
Stay updated on Qubic developments through:
Qubic Blog - Latest news and technical updatesTwitter/X - Real-time announcementsTelegram & Discord - Community discussions
Oracle Machines are coming soon. Get ready to build something that matters.
#Qubic #Oracle #UPoW #AI #DeAI
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