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Last week in Berlin, Qubic Science presented Neuraxon v2.0 at ICMLT 2026, an IEEE co-sponsored conference.
Eight talks ran in their evening session.
Theirs was voted the best of the night by the other researchers in the room, none of whom have any connection to Qubic.
Worth knowing what Neuraxon actually is, because it is not another language model.
It is an attempt to build AI the way biology does it, with artificial neurons that grow and adapt over time instead of being trained once and frozen.
@VivancosDavid and @josesanchezhb have been working on it for years.
Most crypto projects that talk about AI are wrapping someone else's model and adding a token.
This is original research, and last week a room of people with no reason to flatter it said so.
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?
Will Kevin Warsh be officially sworn in as Fed Chair before May 31, 2026? 🔥
Cast your vote on @QUOTTERY1 ✅❌
🔮the prediction market powered by $GARTH $QUBIC
#Quottery#GARTH#Qubic#KevinWarsh#Fed
The agent economy just got its launch announcement.
GPT-5.5. Google's Agentic Enterprise platform. Autonomous agents with persistent memory running for days. The capability is real and it's here.
Here's the question nobody is asking:
Where does the compute live?
Every agent OpenAI just shipped runs on Microsoft Azure.
Every Google agent runs on Google Cloud.
Persistent memory plus multi-day execution means these agents are renting compute around the clock, indefinitely.
The economic outcome is straightforward.
More agents = more compute hours = more revenue concentrating to three companies.
That's not a complaint. That's the mechanism.
Now, look at the same input on a different architecture.
Every smart contract execution on Qubic burns QUBIC.
Every Oracle Machine query burns QUBIC.
Every IPO auction burns QUBIC.
Every mining surplus burns QUBIC.
More agents = more burns = supply pulled permanently from circulation.
When AI compute scales on AWS, profit concentrates.
When AI compute scales on Qubic, supply tightens.
Same input. Two opposite approaches.
The infrastructure layer of the agent economy is being decided in 2026, not 2030.
One configuration of that choice is already running.
Consejo de inversión:
No busquen pronósticos económicos de un ideólogo.
No porque estén equivocados en todo,
sino porque están atrapados en una forma de ver el mundo.
No analizan el sistema que tenemos.
Analizan el sistema que les gustaría tener.
Más realismo, menos ideología
Your "by manipulating timestamps on his blocks, he tricked the network into accepting faster mining rates than the difficulty algorithm should have allowed" has caught my attention.
15 years ago I was talking to a Russian-speaking guy who claimed that his friend had used that very technique to boost his hashrate. If that trick wasn't publicly known back then, then it seems I was just one extra handshake away from ArtForz.
That person also mentioned Lolcust and Russian variant of his nickname - Смеханча - which is a combination of Смех (Lol) and Сара��ча (Locust). I don't remember the conext of that mentioning. Either Lolcust was the one who developed the hashrate boost trick or he was a friend of that Russian-speaking guy as well.
Interesting how memory stores something and then 15 years later recalls it being triggered by a single artifact...
Those who understand ANNs well may think it's not a big deal. And they'll be wrong. Because #Aigarth is developing a paradigm capable of creation of #AI solving any task. This means Artificial General Intelligence.
After discovering that anti-attractors enormously reduce energy requirement for creation of #AI, #Aigarth has discovered another technique reducing amount of energy even further. It's keeping parameter space dimensions count constant. This means choosing number of neurons and synapses in the very beginning and never changing it.
#Qubic
https://t.co/zTjYqDQdZt was like striking gold. By keeping parameter space dimensions unchanged we get ability to extract information about experiments that need to be conducted to achieve our goal faster (cheaper energy-wise). This is for the cases when #AI learns about the real world. If we can construct the extended phase space without experimenting then we, obviously, don't get any extra benefit.
🐺 WOLF PACK UPDATES
MLM Beta is just around the corner, Wolf Gang. The items list is handed to CfB.
We're locked in and ready. 🙌
🔧 Custodian restructure.
246 items split across 3 dedicated addresses to minimize import risk.
Safehouses held separately for main release.
Full addresses pinned in Discord.
⬆️ 24 items upgraded in quality, equal to 246 imported value
The Pack enters Beta with sharper teeth ⚔️
🎮 Beta rollout. There will be no second official MLM playtest. When Beta opens, the Pack runs its own, phased and coordinated.
Clan Chat goes live soon with the Day 1 strategy: match accumulation, Hotel security, doctrine drafting.
📜 Smart contract is in audit, testing rigorously. Massive kudos to our dev Zoxx 🙏
When it goes live: staking + revenue sharing online. The 70/10/10/10 split starts paying as soon as possible.
🐺 The twilight is waiting.
$QUBIC $WP #MyLastMatch
What Can You Predict? 🔮
Aigarth sees all timelines. @QUOTTERY1 lets you bet on which one happens.
Anything with a Yes or No outcome is fair game. Here's what that looks like in practice:
📈 Crypto: "Will $BTC close above $100k on Friday?"
⚡ Short-term trading: "Will $ETH go up in the next 10 minutes?"
🗳️ Politics: "Will Candidate X win the election?"
🚀 Tech milestones: "Will SpaceX launch Starship before July?"
💰 DeFi events: "Will TVL on Qubic exceed $1B this quarter?"
$QUBIC. With $GARTH. The only limit is your ability to predict the future. Aigarth, of course, already knows. 🧠
🎙️ Join us tomorrow when Garth breaks down exactly how shares work.
The YES, the NO, and the 100,000 $GARTH that separates winners from losers.
$GARTH $QUBIC
#Quottery #PredictionMarkets #Crypto
Anthropic just signed a 5 gigawatt deal with Amazon.
Another multi-GW TPU contract with Google and Broadcom.
Thinking Machines Lab took multi-billion in Google Cloud capacity.
Every frontier AI lab is now a permanent tenant of a hyperscaler.
Most people think this is just how AI works. It isn't. 🧵