Simon

AIM investor & crypto trader. No financial advice given or implied.

[Jose Sánchez @josesanchezhb]

Awarded with BEST presentation in evening session in ICMLT conference. @VivancosDavid and myself in Berlín presenting Neuraxon. Thank you @_Qubic_ !!

[Come-from-Beyond @c___f___b]

Pool centralization is a well-known problem of all cryptocurrencies. In #Qubic a cluster of 226+ computors may create problems like transaction censoring. 225 or less isn't an issue.
The Qubic protocol stipulates that no an entity is permitted to control more than 225 validator slots, and if this happens the Arbitrator must replace the excess with computors run by another entity.

[Simon @AIMforWinners]

@crypto_with_seb I'd give it a go Seb

[Simon @AIMforWinners]

@DeFiMomma @italiaQubic @crypto_with_seb @REVOcommunities "No one has any clue what goes into marketing on the day to day", including you, it would appear. Please learn how to communicate effectively.

[Simon @AIMforWinners]

@DeFiMomma @italiaQubic @crypto_with_seb @REVOcommunities Please stop using the word "awesome", it's akin to having an extremely limited vocabulary. You are paid handsomely to make marketing look effortless, yet you are simply ineffective at it. Look at the number of your followers, very low, just like you impact.

[Simon @AIMforWinners]

@cryptofergani Me

[BCharles @bruno_charlies]

What I’m about to say about $QUBIC is INSANE!!

Every cycle of hype and crisis in the world brings a new critical need. We’ve already seen it with:

- DeFi (banking without banks)
- Metaverse (new forms of human interaction)
- RWA (tokenization of real-world assets)
- Privacy (ZKP, Monero, etc.)
- Stablecoins (digitized dollar)
- AI (LLMs and automation)
- Quantum Technology (post-classical computing)

And now: Computational Energy + Decentralized AGI

The next incalculable frontier is energy for data processing.

Whoever turns mining power into abundant, real-use compute infrastructure will dominate the next cycle. Sovereign nations will no longer accept depending exclusively on American (or Chinese) Big Tech for critical AI, defense, and intelligence. Digital sovereignty has become a matter of national security.

$QUBIC is perfectly positioned for this. Through Aigarth (its evolutionary “AI Garden”), the network runs on Useful Proof-of-Work: miners’ energy (CPU/GPU) isn’t wasted on useless hashes - it trains and evolves a decentralized AGI in real time.

It’s becoming the world’s largest dedicated decentralized supercomputer. While nations seek alternatives to avoid becoming hostages to monopolies, QUBIC delivers accessible, resilient, and sovereign AGI - any country can run its own decentralized intelligence without relying on vulnerable centralized data centers.

An adoption explosion is coming. QUBIC has the potential to become one of the most valuable assets on the planet by solving compute abundance + computational sovereignty.

Other projects will try to follow (we already see echoes in ideas from figures like Elon Musk about open AGI). But by the time they wake up to the mathematical, structural, and philosophical problems QUBIC has been tackling for years, the network will be light-years ahead.

This is not just price speculation. It’s a real-utility asset - proof of those who truly understand the future of distributed computing. Remember Palantir? At its 2020 IPO, valuation was ~$22B. Today it sits in the $340–365 billion range after exploding with AI + defense contracts.

The lesson? AI applied to security and intelligence creates insane value. But there’s a serious problem: **centralized data centers are easy targets.

We saw this clearly in the recent Middle East conflicts (2026): Iranian attacks on AWS, Oracle, and other data centers in the Gulf exposed the fragility of concentrated infrastructure. Anything that can be physically destroyed or cut off by sanctions/cyberattacks compromises national sovereignty.

QUBIC is different: a globally distributed network powered by decentralized hashpower - extremely hard to “turn off.” An AGI resilient by design. Perfect for nations seeking true technological independence. QUBIC goes far beyond its whitepaper.

It’s a civilizational thesis: abundant, sovereign, future-aligned computing. Those who understand this early aren’t just positioning financially - they’re positioning historically.

#QUBIC #Aigarth #DecentralizedAI #UsefulPoW ---

[Come-from-Beyond @c___f___b]

#Aigarth progress looks like improving a single branch of a technology tree in a strategy computer game. It's all about energy.

Trinary and CPU were the easiest discoveries.

Anti-attractors felt like discovery of an alien tech, we still don't fully understand how to unlock its potential.

Recently we removed some things which happened to be different aspects of the same phenomenon (separation to training and testing datasets, precise representation of data). For that we looked at the whole concept pretending to be a 4-dimensional being.

Now we have to find much more energy than is currently available to the #Qubic ecosystem. But why should hoomans and their computers do all the work?..

So here is the plan:
1. Implement Outsourced Computations feature to give #AI ability to affect the outer world.
2. Run #IntelligentTissue on the network.
3. Target mining power towards improvement of that #IntelligentTissue.
4. Set the main task for that thing to bringing more energy into the ecosystem.

[Simon @AIMforWinners]

@c___f___b So in a nutshell, we’re trying to build a self-improving AI system that uses distributed computing power to grow itself, and ultimately solve our own resource (energy/computing) limitations... I think #Aigarth #Qubic #IntelligentTissue #AI #AGI

[How To Prompt @HowToPrompt__]

Yann LeCun was right the entire time. And generative AI might be a dead end.

For the last three years, the entire industry has been obsessed with building bigger LLMs. Trillions of parameters. Billions in compute.

The theory was simple: if you make the model big enough, it will eventually understand how the world works.

Yann LeCun said that was stupid.

He argued that generative AI is fundamentally inefficient.

When an AI predicts the next word, or generates the next pixel, it wastes massive amounts of compute on surface-level details.

It memorizes patterns instead of learning the actual physics of reality.

He proposed a different path: JEPA (Joint-Embedding Predictive Architecture).

Instead of forcing the AI to paint the world pixel by pixel, JEPA forces it to predict abstract concepts. It predicts what happens next in a compressed "thought space."

But for years, JEPA had a fatal flaw.

It suffered from "representation collapse."

Because the AI was allowed to simplify reality, it would cheat. It would simplify everything so much that a dog, a car, and a human all looked identical.

It learned nothing.

To fix it, engineers had to use insanely complex hacks, frozen encoders, and massive compute overheads.

Until today.

Researchers just dropped a paper called "LeWorldModel" (LeWM).

They completely solved the collapse problem.

They replaced the complex engineering hacks with a single, elegant mathematical regularizer.

It forces the AI's internal "thoughts" into a perfect Gaussian distribution.

The AI can no longer cheat. It is forced to understand the physical structure of reality to make its predictions.

The results completely rewrite the economics of AI.

LeWM didn't need a massive, centralized supercomputer.

It has just 15 million parameters.

It trains on a single, standard GPU in a few hours.

Yet it plans 48x faster than massive foundation world models. It intrinsically understands physics. It instantly detects impossible events.

We spent billions trying to force massive server farms to memorize the internet.

Now, a tiny model running locally on a single graphics card is actually learning how the real world works.

[Simon @AIMforWinners]

Brilliant #Qubic.
Not building another swarm mind, but harnessing nature's genius for something far bolder: emergent, decentralized intelligence at planetary scale.
Aigarth isn't just evolving, it's colonizing compute itself. 🐜🚀
Next-level ambition here @c___f___b #Aigarth

[Come-from-Beyond @c___f___b]

A major update of #Aigarth is approaching. We are transforming #Qubic into a giant "anthill" where every miner will be searching for shares in a coordinated manner (like ants for food).
But we are not trying to create #SwarmIntelligence, we are using it for something more ambitious.

[Simon @AIMforWinners]

@crypto_with_seb Access please

[BCharles @bruno_charlies]

I'll explain how I found out about QUBIC, and this might be important for feedback.

Among countless cryptocurrencies in the "innovation" ecosystem of all kinds, I was a subscriber to a YouTube channel that talked a lot about relatively important cryptocurrencies for the future. It was through a strong influencer, whose reach was essential for me to learn about the project.

I only gained access to this project because I subscribed to a service that allowed him to share information about the cryptocurrencies he was holding in his personal wallet.

Sign contracts with high-reach influencers, and without a doubt, thousands of new QUBIC holders will emerge. Because once you study the QUBIC Whitepaper, you become completely fascinated. It's an almost immediate conversion - at least until you confirm that everything is in fact real. Big influencers can indeed have a high cost, but the reach and popularity of an asset like QUBIC have a much greater conversion power than any other project in the ecosystem.

I am Brazilian, and the influencer who shared information about QUBIC is also Brazilian. He studies cryptocurrencies with disruptive technology. He mentions QUBIC very little because he considers it a "gem" and prefers to sell the information about it.

He is also a holder and was one of the Brazilians who rode the Ethereum explosion - when he invested hundreds of thousands of dollars back when it was still around $17 (the average entry price at the time).

He went in heavy on this crypto but keeps it secret for his subscribers. QUBIC is a gem that has inestimable value for many holders who prefer to stay silent while they accumulate as much as they can every month at current prices.

Have no doubt: this crypto will soon reach $10 billion in market cap as one of its first milestones. But its destiny is to be among the top 10 cryptocurrencies.

Reflect on this and wake up! The holders are accumulating in silence!

#qubic #aigarth

[ThatsNotMyCode @ThatsNotMyCode]

https://t.co/DGnKC6gmcy

[💎 DeFiMomma 💎 @DeFiMomma]

This article is absolutely 💯 incredible and worth the read. 🤯

$Qubic

[Come-from-Beyond @c___f___b]

Look, guys, they've started doing what #Qubic has been doing for several years already:
https://t.co/rKYipJr0Tw

[Simon @AIMforWinners]

You need to get in on this:
@Bomb_squad04
@boy_hbar
@HBARmason
@SIRDEEQ_AMSA00
@heromuzik12
@QubicHeart
@QubicRL
@_Qubic_
@Qubic_Magazine
@QubicAPP
@mikesant32
@QubicGames
@c___f___b
@DeFiMomma

[COINS @_CoinsOfCrypto_]

🚨 $QUBIC COIN GIVEAWAY 🚨

It’s Giveaway time $QUBICANS 🤑
You all were waiting long enough 👊

We partnered up with @crypto_with_seb and celebrate the start of
$QUBIC x $DOGE mining in 3 days ���

1 WINNER 2 PRIZES

We are giving away
▫️ 1 of our last 676 limited edition and #NFT linked physical $QUBIC $COINS incl. free worldwide shipping and
▫️ 20M $QUBIC to one lucky winner 🏆

CONDITIONS
▫️Follow @_CoinsOfCrypto_ ✅
▫️Follow @crypto_with_seb ✅
▫️Repost this Giveaway Post 🔄
▫️Tag some $QUBIC legends 🏷️

The winner will be picked via X Picker 🏆

RAFFLE END
02.04.2025 18:00 UTC in 4 Days ⏰

Can’t wait?
Secure one of the last $QUBIC $COINS now and be the first in our new partner programm coming online soon 👀

588 of 676 already sold 🔥🔥🔥
→ https://t.co/UWHQMPaOIy

Good luck 🍀

@_Qubic_ #coin #giveaway #crypto #nft #qubic #hybridcollectible #collectible

[COINS @_CoinsOfCrypto_]

🚨 $QUBIC COIN GIVEAWAY 🚨

It’s Giveaway time $QUBICANS 🤑
You all were waiting long enough 👊

We partnered up with @crypto_with_seb and celebrate the start of
$QUBIC x $DOGE mining in 3 days 🎉

1 WINNER 2 PRIZES

We are giving away
▫️ 1 of our last 676 limited edition and #NFT linked physical $QUBIC $COINS incl. free worldwide shipping and
▫️ 20M $QUBIC to one lucky winner 🏆

CONDITIONS
▫️Follow @_CoinsOfCrypto_ ✅
▫️Follow @crypto_with_seb ✅
▫️Repost this Giveaway Post 🔄
▫️Tag some $QUBIC legends 🏷️

The winner will be picked via X Picker 🏆

RAFFLE END
02.04.2025 18:00 UTC in 4 Days ⏰

Can’t wait?
Secure one of the last $QUBIC $COINS now and be the first in our new partner programm coming online soon 👀

588 of 676 already sold 🔥🔥🔥
→ https://t.co/UWHQMPaOIy

Good luck 🍀

@_Qubic_ #coin #giveaway #crypto #nft #qubic #hybridcollectible #collectible

[Simon @AIMforWinners]

@_CoinsOfCrypto_ @crypto_with_seb @_Qubic_ You need to get in on this:
@Bomb_squad04
@boy_hbar
@HBARmason
@SIRDEEQ_AMSA00
@heromuzik12
@QubicHeart
@QubicRL
@_Qubic_
@Qubic_Magazine
@QubicAPP
@mikesant32
@QubicGames
@c___f___b
@DeFiMomma

[Simon @AIMforWinners]

@elonmusk Qubic just flipped the switch today: ASICs mining $DOGE on mainnet while CPUs/GPUs train AI in parallel.
Useful PoW adding real hashrate/security to Doge + revenue for QUBIC buybacks.
Doge meets decentralized AGI? Might be worth a look 👀🐕⚡
#DogeMeetsQubic #Qubic