OneLeggedDave

I still believe in the original ethos, while so many have lost sight.

[mikecontango | τ,τ @mikecontango]

Please excuse the tardiness on this post... but, this is perhaps as big of an event for AI sovereignty as Bitcoin was for monetary sovereignty.

You do not want the hearts and minds of billions of people controlled by an executive board room and an opaque black box of weights and biases.

Just like we saw with Linux, the Internet, Wikipedia and Bitcoin, AI will follow the same trajectory.

Eventually, open source, decentralized infrastructure will win.

Congratulations @tplr_ai @DistStateAndMe👏

[Quilibrium @QuilibriumInc]

A lot of the "private" AI options out there are lying to you. Look under the hood. Use the dev tools on the browser to see what is actually sent. It's plaintext. What they're actually doing is _promising_ they won't look.

We don't do that. See for yourself. We have an inspector tab so you can see the actual traffic data, but you can confirm it in the browser.

https://t.co/qpZVWgArur

Don't trust. Verify.

[GΞmlin @G3mlin_3]

So Quilibrium just beat ETHs own roadmap, shipping the risc-v zk runtime Vitalik wants. And not only that. Eth plans for 32bit but today 64bit went live.

This enables running full Linux VMs inside Q, along with providing proofs and trustless bridging for Eth and Solana. And using CPUs, no expensive GPU clusters.

There will be some serious Eureka moments when people start to realize what is being built here, and what it implies.

[Yogurt 🫐☁️ @Yogurt_Boy_123]

Private Decentralized AI inference on CPU’s that’s performant against Nvidia GPU’s.

This is not only:
The biggest AI release of 2026.
The biggest Privacy release of 2026.
The biggest Crypto release of 2026.

this is simply the biggest release of 2026

- and no one is talking about it.

#Klearu

@QuilibriumInc $wQUIL $QUIL

[OneLeggedDave @OneLeggedDave]

@SofiaInTheUS @ScottJenningsKY This time will be different!

[OneLeggedDave @OneLeggedDave]

@SofiaInTheUS @ScottJenningsKY It'll be a great victory!!! Just like Afghanistan!!!!! 🎉

[vaN ττ @vaNlabs]

About a year ago I was just an investor.

Watching charts. Taking trades. Trying to understand where Bittensor fits in the bigger picture, figuring out subnets.

Somewhere along the way that changed.

I'm not even sure what the trigger was, but I'm pretty sure it was Bittensor and the community around it. There's something about being surrounded by builders, miners, researchers, and degenerates experimenting in public that quietly forces you to level up.

You can't just spectate for long.

Over the last few weeks and months I've:

✔️ Built a full-stack tool to help newcomers understand $TAO and navigate Bittensor, https://t.co/xiSMGlPHAF.

✔️ Started mining on multiple subnets, some as simple as @Bitcast_network social posting, others involving real financial forecasting ML models.

✔️ Built and deployed 5 @Polymarket trading bots, each targeting 200 live trades before final adjustments to improve the modelling and deploy.

✔️Competing in multiple @crunchDAO machine learning competitions.

✔️Hit #1 @SynthdataCo SN50 miner through CrunchDAO.

✔️Entered the Synth Hackathon to build tools using their predictive intelligence.

✔️Last but certainly not the least, I build and expanded my @openclaw bot (crustty) into an absolute powerhouse of info right on my phone.

That's not a victory. It's just reality. And if I'm honest, none of this was part of some master plan. It was just curiosity, followed by action, repeated consistently.

The biggest shift wasn't technical. It was psychological.
Moving from:

"I hope this goes up."

To:

"How can I build something inside this?"

That mindset alone changes everything.

This isn't about clout or trying to look busy. It's about what happens when you step slightly outside your comfort zone and realize you're capable of more than you thought.

You don't need to start with a PhD.
You don't need perfect code.
You don't need permission.

You just need to start.

You might surprise yourself.
You might build something meaningful.
You might even find something you genuinely love doing.

That's what this journey has been for me so far.

And it's only just getting interesting.

[OneLeggedDave @OneLeggedDave]

@arlynculwick @kingfisher_btc IV is implied volatility. It's a key part of the Black–Scholes options pricing model.

[OneLeggedDave @OneLeggedDave]

@thisstom1 @blockgraze Well, shit. You could earn like 24¢ a month. Better save it though for when it goes tits up and you're now -$2

[OneLeggedDave @OneLeggedDave]

@grimace85 @blockgraze @grok There's no free lunch Erik. The tail risk is what they're neglecting to tell you about.

[OneLeggedDave @OneLeggedDave]

@Guy54345 @kh42027 @sircryptotips Horrible timing to be going long, especially with size. Long beat down markets that people think are dead, when you're hearing about an asset everywhere that's a top signal.

[Ror (π) 🇫🇷 @rocp34]

Today, something happened that I never thought I’d witness in crypto. One of those moments that reminds you that, sometimes, in the middle of all the noise, scams, mistakes, and stress, miracles still exist.

This morning at 10am, a friend called me. His voice was shaking, pure panic. He told me he’d made the worst possible mistake. During an alpha transfer to a new validator, instead of pasting his own wallet address, he pasted the validator’s address. One second of inattention. One copy paste done too fast. And boom, 25 TAO gone.

For whales, for people with deep pockets, for those moving hundreds of TAO, 25 TAO is almost nothing. Just an “incident.” A line in a spreadsheet. But for us, the ones who come from far away, it’s huge. You feel stupid, powerless, and you watch your dream slipping away in real time. I told him not to collapse. That we were going to try something. That we were going to do what many people don’t even try anymore in this space : Talk. Ask. Trust the community. We have a group with incredible people. Real people. And one of them is @CryptoZPunisher .

He immediately jumped in, no judgment, no nonsense. He connected my friend with @TeamRizzoAI . And I swear, that’s the moment you realize some projects aren’t just code. The team responded. They understood. And they returned the TAO. Yes, they returned it.

Honestly, I don’t think there are many ecosystems where a story like this can end like this. We talk a lot about protocols, tokenomics, yields, tech. But today, Bittensor showed something else. Something rare. The human behind the machine. Integrity. True community spirit. The idea that not everything is lost, as long as good people still exist.

Thank you to @CryptoZPunisher for the speed, the help, and the energy. Thank you to @TeamRizzoAI @brokerizzo @FrankRizz07 for the class and integrity. And thank you to the Bittensor community, because today you gave back more than TAO. You gave back faith.

@TaoAlerts @CryptoZPunisher @bittensor @FrankRizz07 @brokerizzo @FrankRizz07

[OneLeggedDave @OneLeggedDave]

Based take, well worth the read.

[6529 @punk6529]

1/ On Losing Faith

Is it over?
Was it all a fever dream?
Have we run out of steam?
Is it time to pivot to AI for real this time?

2/ Everything is dead?

BTC: DAT premiums down, nobody cares
ETH: Stablecoin
Alts: Crushed
NFTs: Right click saved
Meme coins: As expected tbh
Zcash: Pumping! which ofc means "cycle is over"

3/ This is the worst cryptotwitter timeline I have ever seen relative to the environment.

Nobody is attacking us, USA is being reasonable and rational, no CEX has run away with our money, and yet, dead, dead, dead.

No narrative, no spark, nothing.

4/ Why?

I read the timeline and it tells me:

a/"nobody owns BTC" (odd, I mean someone has to own BTC, there is a ton of BTC)

and

b/ "the gamblers have liquidated themselves (again)" - true, but it was always like this

5/ This TL feels different. This does not feel like
"fuck I got liquidated", it feels like malaise, tiredness.

Like boredom, to be honest.

I know you think it is the price action but the price action is obviously downstream from psychology.

6/ I have a different view of what is going on.

I think almost everyone forgot what matters, chased after things that did not matter and, we are in the process of discovering they don't matter.

7/ What matters? Only decentralization, only permissionlessness. Nothing else matters at all.

Everything else about crypto is WORSE than a centralized database and always will be because that is how computers work.

8/ In my view, basically everyone "major" except vitalik has strayed from the light on this.

Let's start with Team BTC which USED to be very interested in how to build a network that become nation-state resistant.

This was the BTC of Antonopoulos, of Lopp

9/ We are 5 years into the BTC of Saylor and that BTC is 100% about driving price action.

It is about driving flows to BTC, about getting fully integrated with the USA financial system.

10/ It sounds nice, it sounds better than the system beating us with a big stick, but the net effect is that more and more BTC ends up in Coinbase Custody in New York State

Nothing wrong with that, but none of that BTC is nation-state resistant.

It is 100% non-resistant to the US government specifically.

11/ The problem with this is that with permissionlessness off the table, the only thing left to drive purchases of BTC is FOMO.

"there are only 21M, they are going to run out, you need to buy some before others do and it goes exponential"

12/ I mean, maybe that is true.

I am not making price predictions, I still own BTC and always will I think.

But it is cringe, and it is wrong.

13/ You can think about this by taking it to the extreme case and trying to understand which of the two scenarios adds value to the world.

14/

Scenario A: Blackrock owns all 21M BTC, everyone on planet earth owns shares in the Blackrock ETF and Brian Armstrong is in charge of making sure we don't lose Our Precious

Scenario B: Everyone on earth has their own BTC wallet and BTC is distributed in several billion places around the world and it is literally impossible for any government to stop BTC

15/ In Scenario A, BTC is a complete and utter failure. It is just a pet rock. Yes it is "rare" but it is also "100% seize-able by the USA government"

At which point, it might as well be an IOU from the USA government that it pinky-swears is rare

16/ "but it is not like this because other nation-states are accumulating and game theory blah blah blah"

No my brothers and sisters.

The exact scenario where your BTC get seized is a) centralized and b) hyperbitcoinization

Maybe the Strategic Bitcoin Reserve is happening and it is your ETF and $STRATEGY (TM) capital stack all along (thank you for your contribution to our national security)

17/ To be clear, nobody is seizing your BTC (let alone your ETH) now because it is not important enough yet.

But, if it was, I dunno, I would not trust those centralized vehicles.

CEO, Board, shareholders, SEC, US government, state government, custody firm, their regulators all have an angle of attack on a DAT.

18/ If USA seizes BTC, other countries won't save you:

EU: "Thank god our dreams have come true, we can ban it also"

UAE: "grumble grumble, but fine we will go along"

China: "ban. unban. ban. unban. anyway so long as currency is not free-floating, BTC won't be free here"

Russia: "someone falls out of a window"

19/ Of course, BTC in ETFs is by no means the worst of it. The "crypto's main use is a casino" crowd is the worst.

This is not a zero-sum game, it is a negative sum game because it is rigged.

20/ "what about the JPGs huh?" -> I still love them.

The best ones are the best tokens in the world by far, rare, suffused with meaning, with no external dependencies and great to hold on-chain.

And beyond the art JPGs, I think that NFTs can do many more things, but this is on me to "show, not tell"

21/ I want to circle back to BTC because it is the easiest to reason about.

When people explained to me time and time again that it was a ponzi, I had a simple explanation of why it is not.

21/ BTC lets you do some things better than the existing system. "be sovereign over your money" or "send money to anyone on the planet within minutes" or "maintain an insurance policy against the existing financial system"

22/ I could not tell you how much value this had, but I knew it was not zero.

In fact, the value went up the more people used it, the bigger the network was, the more people you could transact with, the more resilient it was to government censorship.

These are the economics of a network system, not of a ponzi.

23/ If you take this away, if you stop building a network but instead just, at the extreme, just sell everyone shares of the ETF, well there is no network, there is no incremental network value being generated by the next buyer.

24/ In this model, BTC becomes more ponzi-like.

If a new participant does not make the network stronger by joining, they are not adding value, therefore there is a fixed pie and it is just value transfer to an existing holder.

25/ Again, take it to the extreme other direction -> assume we managed to move the whole economy to decentralized rails.

I think that world would be better, it would make better decisions, it would take advantage of the wisdom of crowds, there would be more transparency, less rent-seeking and the aggregate value of the world goes up because it is more productive.

Some % of the improved value of the world will get captured by the early participants to the network (which is normal and fair) but some % will be captured by everyone (as a late participant or consumer).

26/ But if we don't make the world better, if the world is exactly what it is, but also we play with a pet rock, this will not happen and, well, eventually playing with pet rocks gets very boring

27/ So what to do?

The same things you always should do:

a/ push yourself, and by extension, the world an inch, a foot, a mile down the pathway of decentralization.

many ways to do this, it is a journey, start today.

b/ remember, you, yes, you in the mirror have no business trading perps or day-trading stupid coins.

you are bad at it and your future self will be mad at your current self.

28/ If you must do it, carve out a budget and test how great you are across the cycle with your budget (1%, 5%, 10%, 20% of your portfolio, not all of it)

I am of course a dinosaur, but my total portfolio % of "putting money into stupid coins I have been FOMOed into it" is less than 1%. It has gone about as well as you might expect.

29/ Other than that, own some BTC, some ETH, some NFTs (good ones, that you like) in a self-custodial wallet, a small number of your favorite alts if you must.

And keep your job. Earn money, don't try to be a pro crypto trader, this is an imaginary job that only cobie and like 5 other people are qualified for.

I have always worked, every single day of my adult life. You should too.

30/ Crypto is a bad way to get rich quick, but a decent way to get rich slowly. In any case, you should have some stake in the decentralized world, in the digital world.

31/ I think in the end, "it" will be OK but "it" it not everything, it is not most things. As it always was, most coins will go to zero, most NFTs will go to zero. These are the rules of the game.

32/ Most of you are young. You have time, you have time into the ASI world, you have the greatest gift and wealth of all. You will be ok.

33/ Don't mope. It does not help anything. If you are bummed out, sad about your outcomes, there is only one sure thing that helps.

Get back to working.

34/ Even if you are young, life is short, your life is the important thing, money is just a game, just a tool, just an information system.

Don't anchor to your wealth, don't anchor to your ATH, it is not real, my ATH wealth has gone down 90% multiple times. Note it and just keep going.

If you are healthy, in a decent country, in a half-decent economic situation, you are better off than almost anyone who has ever lived

35/ If you have an opinion (even a dumb one) about Monad or Grifters, you are in the 0.001% most forward thinking people in the world.

Did you make a "mistake"?

Who cares, everyone makes mistakes - keep going, keep trying, keep making mistakes, eventually you will find your way, you will get a win.

This is how it goes.

36/ use a hardware wallet and even better a SAFE

37/ and to close again with the most important thing. decentralization is the only thing that matters.

if you go in that direction, if we go in that direction, in the end, it will be ok.

i have no doubt about this, i have never had any doubts about this, it matters so much more than you think it does.

/the end

[DerilPana @DerilPana]

Great post Man!
@zephyr_org protocol Is a privacy (Monero Tech) entire Economic System.

$ZEPH $ZSD $ZRS $ZYS

[CSG @CryptoSGiants]

Let's talk about the elephant in the room following the Cloudflare outage today.

"Decentralized" apps aren't so decentralized.

Even apps on ICP became inaccessible during the outage due to DNS.

But one project has solved for this - $QUIL

Quilibrium vs ICP: Solving the DNS Weak Point

A major structural weakness across decentralized networks, including the Internet Computer (ICP), is continued dependence on traditional DNS.

Even if apps run on decentralized compute, DNS still routes users to them.

If Cloudflare or public DNS resolvers fail, the app becomes unreachable.

Dominic Williams (ICP founder) has openly acknowledged that DNS remains a weak point with no current decentralized alternative in ICP’s architecture.

Quilibrium (Q) is designing a system that directly addresses this limitation.

1. QNS: Quilibrium’s Decentralized Name System

Quilibrium is developing QNS (Quilibrium Name Service), a naming system that exists entirely within the Q network.

With QNS and a Q-aware browser, apps hosted on Q can be resolved natively, without relying on:

🔴Cloudflare
🔴Google DNS
🔴ICANN
🔴Any external DNS infrastructure

If the network is running, the naming layer resolves, independent of the centralized DNS hierarchy.

This directly targets the same DNS weak point that ICP currently acknowledges.

2. Traditional Browsers Still Use DNS (For Now)

Standard browsers like Chrome and Safari do not understand QNS natively.

When those browsers access Q-linked apps, they still depend on DNS.

Quilibrium’s architecture acknowledges this and addresses it with a parallel strategy.

3. Quilibrium’s Three-Path Strategy for a DNS-Independent Future

Cassie (founder and lead dev) outlined three parallel development paths that, together, form a long-term decentralized name resolution solution.

🟠A. QNS resolution through BIND

Enables compatibility with traditional browsers by allowing DNS servers to translate QNS names.
This acts as a bridging mechanism during adoption.

🟠B. MPCTLS for private external resolution

A cryptographic primitive that lets Q-aware clients resolve non-Q internet resources with strong privacy guarantees, comparable to Tor-level anonymity.

🟠C. A Q-governed top-level domain (TLD)

The long-term and most impactful goal:

Quilibrium aims to establish a dedicated TLD (e.g., .q).

This would allow QNS names to be resolved as part of the global web without special DNS servers.

Browsers could handle Q-linked domains directly.

This is the missing capability ICP leadership has said they want someday for .icp, but Quilibrium is architecting toward it now.

4. Strategic Importance

DNS is the last centralized choke point for supposedly decentralized apps.

If DNS is compromised, censored, or disrupted, the entire app layer fails.

Quilibrium’s roadmap is explicitly designed to remove DNS as a single point of failure by providing:

🔴native, DNS-free resolution inside the Q network
🔴compatibility for existing browsers during the transition
🔴a future browser-native TLD to make QNS part of the global web

This positions Quilibrium to deliver full-stack decentralization in a way few networks are structurally capable of.

5. Bottom Line for Investors and Builders

Quilibrium is building a multi-layer approach that aims to eliminate DNS dependence entirely — something ICP acknowledges remains unsolved.

The roadmap includes:

🟠decentralized compute
🟠decentralized storage
🟠decentralized identity
🟠decentralized routing
🟠decentralized name resolution (QNS)
🟠bridging mechanisms for the existing web
🟠and a long-term goal of integrating Q directly into global internet naming

This creates a path toward an infrastructure stack where no single centralized failure point can take apps offline.

For anyone evaluating next-generation decentralized architectures, this is a fundamental difference that sets Quilibrium apart.

[Sportstensor @sportstensor]

Sportstensor (SN41) is now on Base

We’ve crossed the proverbial point of no return with the help of @gtaoventures and @chainlink Project Rubicon.

Bridging alpha tokens directly between Bittensor and @base marks a new era of unlocking liquidity for subnets and Sportstensor is proud to be one of the first to step into the metaphoric river.

Find our liquidity pool on @AerodromeFi and swap USDC for xSN41 right on Base: https://t.co/NMAfOUdkQh

[Normie @EarlyNormie]

$QUIL

2.1 enrollment started today.

Quiet. No fireworks. No hype.

But here’s the part nobody seems to grasp:

While the whole market is busy pumping zk-chains and subnet casinos…

Quilibrium is about to turn on a substrate larger than the Linux kernel.

And in the same moment:

Quorum already gives $ETH, Possibly $SOL, and every other chain more privacy than their own native wallets.

Compute + storage + ZK + AI will run on the same sovereign fabric for the first time in history.

Enrollment today = the first breath of the first non-blockchain internet.

Most people won’t notice.
But when they do, the price won’t go up.

It will re-rate reality!

This is the last quiet day before a new substrate wakes up.

[OneLeggedDave @OneLeggedDave]

@hantengri Avax sucks, used it a bit in '21. When the chain gets congested tx fees go through the roof. Remember them being anywhere from .5-1 avax token for a Shitcoin swap (like $50-100) depending on how fast you wanted the tx to go through.

[Otter @otterpal24]

周末研究了一下隐私的合规条件，QUIL的技术方案，真是为了合规定制的。一个是bloom过滤器，能够判断制裁地址的币有没有流入你的账户，而不用暴露隐私。另外一个是可以拒绝收款。这满足了美国监管的条件，很有可能上CEX的。ZEC现在只能是透明模式，XMR完全不可追溯，QUIL界于两者之间，可判定，可拒绝。
QUIL 做了大量的合规工作，之前不理解，原来很多动作是有深意的。

[QuilShards @QuilShards]

Every network has its first movers. Some are already on your radar, others are building quietly in the shadows. Either way, they’re getting ready for what’s coming.

$QUIL