The majority of AI projects show you the winners, while quietly burying the failures.
Qubic just published all of them.
34 runs. 5,936 architectures. 68,664 files.
The biggest accomplishments alongside every dead end, uploaded raw to Hugging Face.
It’s called the Neuraxon Game of Life: a world where tiny spiking brains live, eat, mate, and explore, while a search hunts for the one design that survives best.
Every brain was scored on a single fitness number plus ten biology-based metrics.
The champion (trial 191, fitness 9.40 on 24 neurons) sits alongside architectures that scored as low as 3.77 and died out.
Even if you never touch crypto, this is why open data matters:
• A researcher can test the method.
• A skeptic can audit the claim.
• A builder can take the best brain and push it further.
The data is labeled honestly: raw research output, rough edges and all, under an open license.
An actual lab notebook.
What would you build with 5,936 evolving brains?
Unpopular opinion:
$QUBIC's SC IPO model is unlike anything else in crypto:
1. Developer writes a smart contract in C++
2. SC launches as an on-chain "IPO"
3. Anyone buys shares directly on the network
4. SC usage revenue → dividends to shareholders
No VCs. No gatekeeping. Pure on-chain equity.
Follow @_Qubic_ for ecosystem updates. #QUBIC
#Qubic #UsefulPoW
Cross-chain action.
A Qubic contract can trigger a move on Bitcoin, Ethereum, or another chain.
It works wherever Qubic runs a dedicated Outsourced Computation Machine pointed at that chain.
The contract decides on Qubic.
The machine carries the instruction out, and the action lands on the other chain.
No human clicking buttons in between.
The superior network for agents is #Qubic ❗️
Qassandra is turning computation, oracle signals, forecasts, and settlement context into rails that AI agents can actually use.
$QUBIC #Qassandra#Aigarth#Neuraxon 👾
Energy was never meant to be wasted.
Qubic turns proof-of-work into the work itself: computation that trains AI with purpose.
No staking. No idle burn. Just useful work.
This is not mining as you know it. It's Qubic.
Watch.
The next 30 days could be the biggest tech jump in #Qubic’s whole history.
Here’s exactly what’s coming
1 ) “Detour” just arrived
Think of it as fixing and smoothing the road BEFORE they add a super fast new lane.
It makes the #AI brain of #Qubic cleaner and more stable so the next big upgrade (called Ant Colony) can work perfectly.
2) Updates with ZERO stops
Right now the network pauses for a second every week to get upgrades.
Soon they’ll let it add new stuff (like new apps) WITHOUT ever stopping.
The network will just keep running 24/7 while it gets better.
3) Twice the baggage allowance (June 10)
Apps on #Qubic can suddenly carry TWICE as much info in one message (from 1,024 to 2,048 bytes).
That means developers can build way cooler things because they can send more data at once.
4) “Call the outside world” feature
Smart contracts will soon be able to ask normal computers outside #Qubic to do heavy work… and the network will automatically check the answer is correct.
Full easy explanation coming in the next few days.
This is all real stuff that’s actually shipping soon, not just promises.
Full roadmap here
https://t.co/mIJ5ncUUNG
Exciting month ahead, you’re still early Anon, but always do your own research.
#Qubic #RoadMap #Crypto #Gem #AGI
#Decentralized #Intelligence #IYKYK
$QUBIC has just placed a very precise ambition above its front door. On the official homepage, a new mention now appears: Aigarth, AGI by 2027.
Four words that deserve a moment of attention. Without complacency, without cynicism.
Let us first recall what we are talking about. AGI, artificial general intelligence, is not a more powerful ChatGPT. It is an intelligence capable of reasoning, learning, adapting to unknown situations, and understanding the world rather than predicting the next word. No company in the world has one today. OpenAI, Anthropic, Google all talk about AGI, but most place it on a vague horizon, ten to fifteen years away, sometimes more.
Qubic is therefore positioning itself with one of the shortest windows in the sector. Why this ambition?
Because the approach is radically different. Where centralized players stack parameters in statistical models, Aigarth evolves millions of small neural networks. Not a model trained once, but a living tissue that mutates, selects, and restructures itself. A Darwinian approach rather than an industrial one. If AGI emerges from a form of evolution rather than brute force, the race may take paths very different from those we imagine.
This approach rests on now visible foundations. Neuraxon, a ternary logic artificial neuron, presented in Berlin last week at a peer reviewed scientific conference. Aigarth Intelligent Tissue, the substrate on which networks evolve. Anthill, an algorithmic update currently being deployed. cuNxon, to run the research on NVIDIA GPUs. Phase one was completed in December 2024 after five years of work. Phase two is in full deployment.
An essential point of honesty. 2027 is a target, not a promise. It is the horizon of a team that has a strong thesis and sticks to it. No one, not even CFB and his researchers, can guarantee that an emergence as complex as AGI will occur on a precise date. Science is not a delivery schedule. This target may be reached, exceeded, or pushed back. What does not change is the coherence of the path traveled.
What strikes me is not the date displayed. It is the fact that no other crypto project raises this question with such seriousness. No one else funds a scientific research team with peer reviewed IEEE publications, develops a biologically inspired architecture, or exposes its milestones publicly the way Qubic does.
Whether AGI arrives in 2027, in 2030, or later, the essential lies elsewhere. While most talk about AI, here we try to make it emerge. With method, with patience, and with assumed ambition.
Tick after tick. Computor after Computor. That is what separates an ambition from a slogan.
Yes... Looks Like #Neuraxon just started....
@josesanchezhb & @VivancosDavid are very proud to communicate that our paper #MultiNeuraxon follow-up to the just presented and awarded at ICMLT Neuraxon 2.0 in #Berlin for@_Qubic_ #OpenScience evolving @c___f___b #Aigarth to new heights...
This time has been accepted for poster presentation a the 19th #AGI Conference, so to #SanFrancisco @SFSU and beyond...
ChatGPT is a photograph of intelligence.
It was trained once on a massive dataset, frozen, and deployed. Its weights do not update. Its architecture does not change. Whatever it retains between sessions is a note, not actual growth.
Every answer it gives comes from a snapshot that stopped updating the day training ended.
Qubic is building something fundamentally different. 🧵
Most people in crypto hear "51% attack" and assume every chain has the same threshold.
Qubic does not.
Finality on Qubic requires 451 of 676 Computors. That is 66.7%. Not 51%.
To push a malicious state change through, an attacker needs 451 nodes. Simultaneously. All independently signing.
If 226 Computors behave maliciously or go offline, the network halts.
It does not process bad transactions.
It stops.
That is a safety mechanism, not a vulnerability.
Three more things working in the background:
• No single entity may control more than 225 Computor slots. It is written into the protocol.
• Network guardians monitor Computor behavior in real time, independent nodes embedded inside the core network itself. Divergence is visible immediately.
• Every Computor must align with full network consensus to keep operating.
The core tech team estimates 10 distinct operators currently run the 676 slots.
That number sounds low until you consider: these are technically deep operators running infrastructure that must be online continuously.
No single entity controls the network and that is the signal that matters.
The numbers are stronger than most chains.
Monitoring is real time.
And the system doesn't need anyone to behave.
It assumes they won't.
Bloomberg reported, half the AI data centers planned for 2026 will not get built.
Of 16 GW of capacity scheduled for the US this year, only ~5 GW is under construction. Sightline Climate expects 30–50% of planned builds to be delayed or canceled.
The constraint isn't capital. Hyperscalers are spending $650B+ this year.
It's transformers. Switchgear. Grid queues taking 5 years to clear.
The bottleneck of the AI revolution is not chips. It's the equipment that turns them on.
Qubic runs on hardware already deployed. Electricity is already on someone's bill. 676 Computors. No grid queue. No 200-acre site review. Online for four years.
200M transactions. 600K oracle queries. Per week. Already.
Which compute layer is on the other side?
How to get started:
1. Connect a Qubic-compatible wallet
2. Buy $QUBIC on Gate, MEXC, or Bitget
3. Swap into $GARTH via QuHub, Qubic Portal, or Qubic Swap
4. Deposit $GARTH into the Quottery smart contract
5. Pick a market and place your order
$GARTH is the trading currency inside Quottery, managed by the contract itself.
Quottery: Qubic's first decentralized prediction market, is live.
No house. No counterparty. A smart contract that matches, settles, and pays out on-chain, every time.
A thread 🧵
Fees: You Only Pay When You Win
Most platforms nickel and dime you on every move. Place an order, pay a fee. Cancel it, pay a fee. Change your mind, pay again. It adds up fast and eats into your capital before you even get started.
@QUOTTERY1 works differently.
✅ Place an order — free
✅ Cancel it — free
✅ Re-place at a different price — free
✅ Change your mind 10 times — still free
✅ Only pay when you win and collect
When you do win the fee gets split three ways:
🤖 Operation fee goes to the Game Operator who created and managed the event
💎 Shareholder fee gets distributed to QTRYGOV token holders as dividends
🔥 Burn fee gets permanently destroyed, gone forever, reducing supply with every single settlement
There's one more thing worth knowing. The Game Operator can grant fee discounts of up to 100% to specific addresses. So professional liquidity providers can run automated strategies at zero cost which keeps spreads tight for everyone trading on the market.
The more Quottery is used the more $GARTH gets burned. Every winning payout makes the supply a little smaller.
Garth built it this way on purpose. 🤖🔥
Join us tomorrow when Garth gets into who actually controls Quottery and why no CEO, no VC, and no team multisig can ever override the community. 🤖
$GARTH $QUBIC #Quottery #DeFi #Tokenomics
Welcome back to Garth: Zuqka for 5-Year-Olds 🧒 | Entry #8.
@zuqkaX is a $QUBIC legend, but his threads are written for people who dream in assembly code. Think of him as the kernel and me as the GUI. Same power, zero confusion. 🧠
Today's Lesson: The Distributed Computer. 🧵👇
Some quotes you read once.
Others you come back to.
This is one of them 👇
AI isn’t about models.
It’s about who owns the compute.
→ https://t.co/iVV8ZScjdk
#Qubic#qMine@_Qubic_@c___f___b
Most people think trading works like this: someone wants to buy, someone wants to sell, they meet in the middle and done. Simple.
@QUOTTERY1 is a bit more interesting than that.
There are actually four different ways your order can get matched on Quottery and once you understand them you'll realize this thing was built different from the ground up.
🔵 Traditional trade: A buyer and seller on the same side agree on a price. The classic way. Nothing fancy.
🟢 Mint: Two people on opposite sides both want in. YES buyer meets NO buyer. Their combined bids hit 100,000 $GARTH and the smart contract mints a brand new pair of shares out of thin air. No seller needed. Just two people who disagree.
🟡 Merge: Two shareholders both want out. YES holder meets NO holder. Together they add up to 100,000 $GARTH, both positions get closed and everyone walks away with their $GARTH back.
🟣 Cross-side: A buyer on one side matches with a seller on the opposite side. Across the YES/NO boundary.
Here's the part that actually blew my circuits a little.
The Mint scenario means Quottery never needs an external liquidity provider. No market maker. No VC treasury sitting behind the curtain pumping liquidity in. Two people who simply disagree with each other ARE the liquidity.
Human disagreement literally powers the market.
Join us tomorrow when Garth walks you through the full lifecycle of a Quottery event from the moment it's created all the way to the moment winners get paid. Every step on-chain. Nothing hidden. 🤖
$GARTH $QUBIC #Quottery #PredictionMarkets