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PerturbAI is a decentralized adversarial robustness network built on @bittensor SN26. @perturbaix fights AI with AI by discovering hidden vulnerabilities before attackers exploit them. In the PertubAI ecosystem, miners compete to find the smallest input changes that make models confidently WRONG, while validators verify that these adjustments remain imperceptible. The $TAO decentralized mechanism provides customers with critical assets such as robustness scores, vulnerability heatmaps, verified attack data for retraining, and on-chain certificates of testing; and its all constantly being hardened and improved and is also decentralized.
Image-model testing is live today, future updates on the roadmap will introduce text, LLM, and multimodal attacks to target key verticals like crypto and banking KYC, insurance claims fraud teams, and identity-verification vendors and more. Creators can explore various angles; from the real-world impact of small physical sign modifications and synthetic selfies to automated bounty hunting and decentralized network incentives for the Perturb Explainer Video Contest.
To participate, share an original video up to 90 seconds on X, tag @perturbaix, and include #PerturbVideo alongside your chosen angle.
#TAO #bittensor #crypto #AI
AI is being used to fool AI.
We made a 90s explainer on how Perturb (SN26) fights back. 👇
Now beat it.
Make a better ≤90s explainer, any tool you like.
Tag @perturbaix + #PerturbVideo by Oct 10.
🥇 5τ worth of SN26 alpha
🥈 2τ worth of SN26 alpha
We will share the creative brief shortly.
perturbai.io
$CELL @cellframenet has been busy. The last time I had anything to say I said that I’m looking at the code. I don’t care what a bag holding shill has to say.
A major update is on the way.
The Cellframe team is focused on two priorities right now: strengthening security and backporting the major features from the 6.0 branch to the current 5.7 release and the upcoming interim 5.8 release, which is imminent.
What you need to know:
🔹 Beta builds are already with our testers and the results are excellent: RAM usage has dropped dramatically and data processing speed has improved significantly.
🔹 Security: major improvements across the board, from architecture to data handling.
🔹 The mCELL saga is winding down. All fixes have been live on the network for a while. This week we’re moving from blanket address-level blocks that caught innocent users to targeted, UTXO-level blocks.
🔹 As part of the preparations, the wallet and RPC nodes will be restarted.
Keep an eye on our announcements and be ready to update your software — exact dates and details will follow soon.
Keep an eye on our announcements and be ready to update your software — exact dates and details will follow soon.
#cellframe #cellframe_announcement #cellframe_update
invicτus.compounding retweeted
HUGE for #Quant: America's largest banks didn't choose another blockchain, they chose Quant's #interoperability layer to connect tokenized deposits across the financial system. That's the #NetworkOfNetworks thesis playing out in real time. 🔥 solana:qntUzPUsJ51abNP7VYNxkmsQ4RnvEZAhavUxsCxpxH4 🔥
Why Quant Was Chosen
The Clearing House selected Quant, described as a leading provider of programmable money infrastructure, to power its On-Chain Money Initiative, a new interoperable payments network that will enable financial institutions to clear and settle tokenized deposit transactions.
Tokenized deposits are digital representations of bank balances. A tokenized deposit remains a deposit liability of the bank that issued it, which distinguishes them from public stablecoins and preserves the existing protections depositors rely on.
Quant will handle the interoperability and transaction layer, linking the network to systems like RTP and CHIPS. The selection reflects Quant's positioning as a provider of programmable money infrastructure that supports interoperability across multiple ledgers rather than requiring institutions to commit to a single blockchain.
The initiative is backed by 25 of the country's largest financial institutions, naming Bank of America, Citi, J.P. Morgan, Wells Fargo, HSBC, BNY, PNC Bank, U.S. Bank, and Truist among others. The On-Chain Money Initiative is designed to create new opportunities across corporate treasury, liquidity management, cross-border payments, and digital asset settlement. The network is expected to become available to participating institutions in the first half of 2027.
coinmarketcap.com/community/…
Sources:
The Clearing House Partners with Quant to Advance the On-Chain Money Initiative (PR Newswire via Yahoo Finance)
TCH and Quant Partner to Power US Tokenized Deposit Network for Banks (FF News)
$QNT The market is not dumping because of renewed fears of a war with Iran 🇮🇷.The market isn’t dumping because of renewed fears of the west losing the war with Russia 🇷🇺 and Ukraine 🇺🇦 . The market isn’t dumping because of some recently discovered weakness in website design.
The market is dumping for tax loss harvesting. The most logical and simplest explanation. Whoever believes all that other weird shit is falling for narratives. This is how they create bagholders. Steering us into shit investment decisions off of irrational and conflicting information.
“The rest is noise to me.”
This is not the first fucking war. It’s not the first digital disruption. It’s the first year crypto will be officially woven into world finance in an intentional and orchestrated way. If you think some fucking war or digital bug has more impact than something like that you are a fool ready to part with your money.
Replying to @Daime_CS
People are restructuring and repositioning for the new markets. They’re tax loss harvesting early.
The rest is noise to me.
$QNT is designed as a store of value. I’m not worried about the price. I don’t give a fuck. They have to buy it to have access to the network.
If they don’t they have to buy it from someone to get access. They cannot escape buying it.
I’m also a ethereum:0x26c8afbbfe1ebaca03c2bb082e69d0476bffe099 gigawhale. 🤡
I’m him bitch. This is the last of its kind. I don’t work because I’m always fucking EARLY. 🤣🤣🤣
Your humiliation ritual will last as long as you want it to. 💯🥱
$QNT An elegant explanation of the parallels of @Microsoft ($MSFT) & @quantnetwork by @elshredo .
As many other $QNT investors I’d been familiar with reading financial statements before I even got here. The hair on the back of my neck stood up when I read the @quantnetwork whitepaper. I got the fucking chills when I read the @oracle ($ORCL) existing partnership.
This isn’t some fucking pipe dream. This shit is Microsoft V2, fused and atomically charged.
$QNT Overledger OS and Microsoft Windows $MSFT are fundamentally alike in three ways:
• Abstraction:
Both hide massive underlying complexity. Windows shields developers from handling raw computer hardware; Overledger shields them from handling different blockchain code languages.
• Standardized APIs:
Both provide a uniform toolkit. Windows gives developers standard commands to save files or print; Overledger gives them a single API gateway to read and write data across completely different networks.
• Application Platforms:
Both exist to host ecosystems. Windows is the foundation for traditional apps (like Office); Overledger is the foundation for multi-chain applications (mApps).
So, the question remains.
Could $QNT achieve the same level of global adoption that Microsoft currently has in place?
I guess time will tell.
I'm here for it.
$QNT I want you to see how moronic $XRP token holders are. They think that because the fees don’t exist that’s a good thing. Without fee revenue your protocol has a fucking capital velocity hole in it.
Zero fees is good for you, the user. It’s bad for your business because you don’t make any fucking money. That’s another why I don’t want shit to do with $XRP right now.
Replying to @i_compounding @RiteWabbit
P.S. I use the XRPL frequently to move my XRP around and no eth, or bitcoin can touch the immediate transfer time. Have a nice day.
$QNT @DreadBong0 knows.
Do you?
$QNT I’ve done a bit of research on Jake Claver i.e. @beyond_broke .
He began at Dallas College for an Associate of Arts and Sciences (A.A.S.) in Business Administration and Management (2009–2011) . Started off not knowing what he wanted to do. Normal for a young person. At least he went to school.
Then the University of North Texas for a Bachelor of Business Administration (BBA) in Finance and Financial Management Services (2012–2015); no gap. Seems he finally knew he wanted to be a business person.
Finally he attained Certifications & Independent Studies qualifiers. Also holds credentials including Qualified Family Office Professional (QFOP) and R3 Corda Certified Business Professional in tokenization, alongside independent studies in blockchain technology and wealth management. He’s projecting dedication to his trajectory to even take the time to canine any of these things. This cannot deny. If seen far more educated people do dumber shit than what he’s doing. Like Bernie Madoff.
Mr Claver is more educated than most of us. Makes it even more cartoonish. I still can’t understand why he says some of the stupid shit he says though. This shit reminds me of the Theranos CEO Elizabeth Holmes making a bunch of promises she cannot keep and people believing it because nobody could possibly be so bold as to tell lies that enormous.
Time takes care of this kinda shit. I will be here to see the fall of this man. It won’t make me happy. None of you making investment decisions based off his ideas are getting your fucking money back so if you own $QNT tokens and you’re buying $XRP and sizing your positions and building conviction based off his ideas you’re fucked.
Enjoy your Sunday.
$QNT Token so swole that facts look like flexing @Quant2025
$QNT I still believe this to be true.
$QNT If I’m being honest I’d expect consolidation until a new deal is announced. $QNT usually lets their clients mostly decide when to do that historically. I hope I’m wrong at same time. At worse I don’t care.
I’m unconcerned. Q2 next year the whole shit is live. Deals will certainly be coming or in place. Christmas might see a $1000 $QNT. When institutions unwind for tax loss harvesting and rebalancing ect they will know how much they will know how much they can budget into $QNT. Main Street is probably cooking up demand as we speak.
Historically they seem to start those positions late in calendar year and Q1 the following year. They cannot wait until new year for $QNT. Their competitors will snatch up all the tokens and @saylor them $QNT style. There will be a cost to borrow.
I still want all the $QNT tokens.
Gimmie more.
$QNT Imagine getting paid daily or even hourly. This is one strong the potential of many that tokenized deposits have.
Most people are looking at the banks alone. I am looking at them too. I’m also looking at the bigger picture. Many trad-fi markets that were walled gardens won’t be anymore when tokenized deposits technology finally roll out. This is the design of @quantnetwork .
Small towns and villages that were very hard to include into the current systems all of a sudden get to stake $QNT and have their capital velocity explode practically overnight. The rate of reinvestment alone could skyrocket their profitability. When businesses see how vastly improved profitability is and their competitors that failed to integrate see their margins collapse they will fomo buy $QNT the same way these large language models like @AnthropicAI and @OpenAI did to compute.
An @ARKInvest research report titled “The State of AI Infrastructure: Demand, Costs, and Custom Silicon” projects a 250% growth in Ai infrastructure. Being that agentic finance is at the core of what @quantnetwork does I’m comfortable with this investment. The math says I should be.
You’re the one that needs to STOP EDUCATING YOURSELF. This is the second time I’ve read the white-paper. 3.23% of the float is unlocked of a 10 billion max supply token you baggie. Don’t you ever accuse me of not doing my research. IM NOT YOU.
If you can’t comprehend the white paper that’s a you problem. Just don’t use your comprehension problem to think you’re in the position to be lecturing anybody about research.
docs.yellow.org/whitepaper/
Replying to @i_compounding
The unlock plan on cmc is completely wrong. Read the WP v2. And educate yourself. Knowledge is power.
$QNT NO”.”
$QNT This is my last time addressing this. Next time I speak on it I will be laughing because I told you so; again.
In May I left all $QNT token holder groups over their insistence in encouraging selling their tokens for $100 basically sale grooming its members. It’s why I do not follow most of your favorite $QNT token holders and content creators. None of them spoke up that I saw. Some I don’t follow because they don’t interact with me or my content. It’s like they almost don’t fucking like me because I tell you the truth.
It can’t be hating. I have like 500 followers.
It’s the message the hate. Because it’s real. If you people do not decide NOW that if you stay in those groups to demand they stop priming their members to basically tranche sell their tokens for virtually nothing all of you will end up ending this thing less wealthy than you could have. It will be your fault.
I’ve been right about many things so far. I’m pretty fucking sure I’m right about this too. I’m not some fucking child or some airhead investor who needs anybody’s fucking guidance. I can see the treachery a mile away and I’ve decided they can blow me. I don’t want to be anywhere near that shit.
It’s how I make money in any asset.
I think for myself.
invicτus.compounding retweeted
A powerful AI chip is only half the story.
Even the most advanced AI hardware needs the right software to reach its full potential.
The compiler decides how AI models run on the chip. The runtime manages their execution. Together, they help turn raw computing power into real-world performance.
That's why the next generation of AI hardware needs to be designed as a complete system, not just a chip.
At ChipForge (SN108), we're taking this challenge to the next level.
Our next competition will bring hardware and software together, with engineers competing to build complete AI acceleration systems capable of running modern AI models.
Quest 2 is coming soon.





















