Exposing the weak, defending the real. Fundamental research, zero fluff. Fundamentally backed shorts only. Crypto deserves better. Let’s build it.cryptofundamentalist.com The GroundJoined August 2023
OpenAI Wins. The Bigger Question Remains.
A U.S. jury has ruled against Elon Musk in his lawsuit against OpenAI.
The case was about more than one billionaire fighting another group of billionaires.
Musk argued that OpenAI abandoned its original mission to benefit humanity after becoming entangled with massive capital, Microsoft, and a for-profit structure.
OpenAI denied wrongdoing, and the jury sided with OpenAI.
But the deeper issue does not disappear with a verdict.
When intelligence infrastructure becomes this powerful, mission statements are not enough.
Governance matters.
Ownership matters.
Incentives matter.
Who controls the rails matters.
Because once a system becomes valuable enough, “public benefit” can become a slogan unless it is protected by structure.
Our view:
This is not about cheering for Musk or OpenAI.
It is about understanding the lesson.
The future will not be protected by good intentions from centralized giants.
It will be protected by systems where power is harder to capture, incentives are transparent, and control is not concentrated behind closed doors.
AI made the question unavoidable.
Decentralization gives us the only credible path to answer it.
#CryptoFundamentalist#Decentralization#AI
Decentralization is not a slogan.
It is a design constraint.
A system either limits concentrated power, or it eventually serves it.
That applies to money.
To infrastructure.
To information.
To AI.
To the way knowledge itself is produced and controlled.
This is where our focus goes next.
#CryptoFundamentalist#ConvictionOverNarrative
We’ve been quiet for a reason.
Not because crypto got boring.
Because the noise got too cheap.
Narratives move fast.
Evidence moves slower.
Structure takes longer.
We chose structure.
Something different is coming soon.
#CryptoFundamentalist
EU research warns: the attention economy & fantasy-industrial complex threaten democracy.
Divergent views, or "Fractured Reality," are met with pre-bunking & inoculation to secure "quality information."
Perceived reality is now the ultimate digital battlefield.
Appreciate it.
Bittensor definitely evolved over the last year. dTAO and the subnet economy made it more serious, not less.
Our position is still basically the same since my last post about this project a year ago:
huge ambition, interesting architecture, but real demand and value accrual still need to keep catching up.
So we respect it, we are watching it, but we’re not buying the thesis yet.
Tks Google.
The new Gemma 4 26B and 31B are proving very capable on real workloads. Not just benchmarks.
Our app is shaping up nicely.
Hope you’ll all get to enjoy it soon.
#CryptoFundamentalist
Appreciate that, Ross 🙌
Been busy not only processing tons of data and polishing the app… but also building a small, fully owned infrastructure on the side.
Trying to move away from per-hour GPU servers and API calls you don’t fully trust long term.
If we’re going to build something meaningful, we want the core stack to be ours. Slower? Maybe. But stronger.
Love that you’re iterating on YouTube, polls and the book updates. And a Roblox crypto game? That’s a new angle 😂 Curious to see that preview.
Good to see you building too.
Silence Was Intentional
We needed a break from X.
Not because conviction changed.
Not because the thesis broke.
Not because we “lost interest.”
Because we’re building.
When we said we came here to stay, we meant it. And staying long term means knowing when to post… and when to code.
Over the past weeks, we’ve been doing what matters most:
Building.
Researching.
Refining.
Buying.
Yes, buying.
BTC.
ADA.
ETH.
And if we move lower, we’ll keep buying.
Not emotionally.
Not reactively.
But because at these levels, decentralized crypto continues to offer asymmetric opportunities relative to the structural mess the world is walking into.
Zoom out.
Debt expanding.
Geopolitics fragmenting.
Trust eroding.
Power consolidating.
The world is not becoming simpler.
And in complex, unstable systems, decentralization stops being ideology and starts being necessity.
The coming months for us will look similar:
Less posting.
More coding.
More data.
More depth.
But we’re preparing the next phase.
New angles.
Sharper analysis.
And soon, our application will go live.
Not perfect.
But real.
We’re not here for cycles.
We’re here for architecture.
And we’re just getting started.
#CryptoFundamentalist#ConvictionOverNarrative
The Question No One Wants to Answer About AI
Can centralized frontier AI ever be economically self-sustaining
without compromising alignment, openness, or independence?
Because that’s the real debate hiding behind the headlines.
Not “is AI powerful?”
Not “is this model better than that one?”
Not “who wins the benchmark wars?”
But this:
Can a handful of centralized entities run intelligence at global scale…
burning billions in compute, energy, and capital…
and not eventually bend to whoever keeps paying the bill?
So far, history says no.
Frontier AI is not software in the classic sense.
It doesn’t scale like SaaS.
It scales like infrastructure.
And infrastructure always answers to capital.
When costs are marginal, ideals survive. When costs are existential, ideals get negotiated.
Alignment becomes a compliance discussion. Openness becomes a roadmap promise. Independence becomes a funding round away from compromise.
This doesn’t mean centralized AI is “evil”… It means it follows gravity.
The same gravity that shaped:
• Big Tech platforms
• Financial institutions
• Media empires
• Telecom infrastructure
Power centralizes where costs concentrate.
That’s the uncomfortable truth.
And it’s why the real shift won’t come from one company “doing it right”.
It will come from economics changing underneath the system.
Open models.
Local inference.
Composable intelligence.
Protocols instead of platforms.
Verification instead of trust.
Many contributors instead of one balance sheet.
Not because it’s philosophically cleaner. But because it’s economically harder to capture.
Decentralized AI doesn’t need to outspend centralized AI.
It just needs to outlast it.
And that’s usually how real infrastructure wins.
So the question stands:
Can centralized frontier AI ever be economically self-sustaining
without compromising alignment, openness, or independence?
If the answer is “no”…
Then the future of intelligence won’t be decided by who trains the biggest model.
It will be decided by who removes the need to ask permission at all.
#CryptoFundamentalist#ConvictionOverNarrative
And let’s be honest about the obvious part most people still tiptoe around.
Decentralized crypto might be offering, at current prices, some of the most asymmetric investment opportunities across all asset classes.
Not just because prices are low.
Not because of hype cycles.
Not because of narratives.
But because:
• global trust is fragmenting
• monetary systems are being re-architected in real time
• centralization risk is no longer theoretical
• and decentralized rails are no longer optional
Most assets today are priced for stability that no longer exists.
Decentralized crypto is priced for skepticism… in a world that’s becoming structurally unstable.
That gap doesn’t stay open forever.
You don’t need everything to work.
You just need enough decentralization to matter.
And slowly, quietly… it already does.
#CryptoFundamentalist#ConvictionOverNarrative
The BRICS “Unit” Isn’t a Currency
It’s a Warning Shot
You’ve probably seen the headlines:
BRICS launches a new currency.
40% gold-backed.
60% basket of member currencies.
Most takes stop there.
They shouldn’t.
Because the Unit isn’t meant to replace your local currency, nor to suddenly “kill the dollar”… It’s something far more important.
It’s a settlement instrument.
A tool designed for cross-border trade that reduces dependency on the U.S. dollar system.
And the structure matters:
• ~40% backed by gold
• ~60% backed by a basket of BRICS currencies
• built to live on digital rails, not legacy ones
That mix isn’t nostalgia. It’s strategy.
Gold isn’t there to look old-school.
It’s there because it’s neutral, scarce, and hard to weaponize.
The basket isn’t about trust in any single state. It’s about diversification by design.
This isn’t about ideology. It’s about risk management.
Why This Matters More Than People Admit:
For decades, the dollar hasn’t just been a currency. It’s been infrastructure.
Trade settlement.
Reserves.
Liquidity.
Sanctions.
Leverage.
That concentration of power worked… until it didn’t.
Trade wars.
Sanctions as policy.
Tariffs as weapons.
Monetary policy exported globally whether others like it or not.
At some point, countries don’t rebel.
They route around.
That’s what the Unit represents.
Not an attack. An alternative.
This Doesn’t Kill the Dollar. But It Erodes the Monopoly. The dollar won’t disappear. Neither will the euro.
But the future doesn’t need one rail.
It needs many.
The Unit’s real impact is subtle:
• less forced dollar usage in bilateral trade
• more gold accumulation by central banks
• more fragmentation in settlement systems
• less absolute monetary leverage for any single issuer
That’s not collapse…. But it will mean dilution.
And dilution is how dominance actually ends.
Where Crypto Fits (And Why This Is Bullish)
Here’s the irony most miss:
When central banks and blocs start building alternatives, they validate the core crypto thesis.
Not price…. Not speculation….
Architecture.
Multiple rails.
Reduced trust assumptions.
Fewer single points of failure.
The Unit isn’t decentralized.
But it exists because the world is fragmenting.
And fragmentation is the environment where decentralized crypto makes the most sense. As infrastructure.
The BRICS Unit isn’t the future of money. It’s proof that the old one can’t stand alone anymore.
And once that realization spreads…
the world doesn’t go back to a single currency, a single rail, or a single center of power.
Multipolar finance isn’t coming.
It’s already here.
#CryptoFundamentalist#ConvictionOverNarrative
Plenty of ideas. One simple message.
Tell your boss Elon Musk I’m open for consulting the day Grok seriously explores decentralization.
Not “open weights with a moat”… Not “centralized rails with better UX”.
Actual decentralization.
Verification-first.
Composable.
No single choke point.
Until then, it’s still gravity doing what gravity always does.
When AI Triggers Regulators, It’s Never Just About the Images
The EU just opened an investigation into X over Grok generating sexualized content.
That’s the headline.
But if you think this is really about images, moderation bugs, or a chatbot misbehaving… you’re only seeing the surface.
This isn’t a tech scandal. It’s a power shift.
Look Past the Noise…
Yes, the allegations matter.
Yes, harmful content is real.
Yes, regulators have a role. Or at least try to have one.
But none of that explains why this is happening now, with this level of urgency.
What’s actually going on is much bigger:
Governments are waking up to the fact that centralized platforms, AI included, have quietly become global infrastructure.
No borders.
No democratic mandate.
No meaningful accountability.
And when that realization hits, the response is never subtle.
This Is Geopolitics, Not “AI Safety”
Zoom out.
A trade war was launched years ago, and it never really stopped. Tariffs, retaliation, fragmentation, “us first” economics.
Now we’re just starting to see the consequences ripple through everything else.
Supply chains.
Alliances.
Currencies.
Technology.
AI didn’t cause this tension.
It just stepped into it.
When one company can deploy intelligence globally overnight, regulators don’t see innovation.
They see loss of sovereignty.
So they react the only way they know how: investigate, regulate, pressure, contain. Blah blah blah.
Not because they hate technology.
But because centralized power (when not their own) scares them.
The Irony Is Hard to Miss. AI was sold as liberation.
What we got instead:
• massive single points of failure
• opaque systems no one can audit
• global blast radius when things go wrong
• and a few actors deciding how intelligence behaves for everyone
So when something breaks, trust disappears instantly.
And what replaces trust is not cooperation.
It’s force.
This is not an accident. It’s the natural outcome of centralization. It has always been.
Where Decentralized Crypto Actually Fits: as an architecture.
Decentralized systems don’t promise safety. They limit damage.
They don’t ask you to trust one company, one model, one government.
They let systems verify each other.
They don’t always prevent failure. But they prevent total failure.
And in a world fragmenting faster by the day, that difference is key.
The trade war with the world didn’t end. It “evolved” to what it is. Now we’re seeing it spill into tech, AI, capital, and control.
Buckle up. The coming years won’t be calm.
And decentralized crypto?
It doesn’t fix geopolitics.
It doesn’t stop conflict.
But it reinforces one simple truth:
When trust erodes, people need decentralization more than ever.
And people will understand it eventually. The future needs to be more decentralized… so it will be. Slowly but surely.
#CryptoFundamentalist#ConvictionOverNarrative
Not a blueprint in the “master plan” sense. More like design principles that compound.
Collective control doesn’t come from one governor. It comes from constraints baked into the architecture:
• Verification over permission: models, outputs, and actions verified cryptographically or economically, not approved by committees.
• Composable limits: narrow, purpose-built agents instead of god-models. Damage is local, not systemic.
• Economic alignment: staking, slashing, reputation, and cost to act. Abuse becomes expensive.
• Pluralism by default: many models, many datasets, many implementations. No monoculture to capture.
• Open audit paths: not “trust us” but inspect, fork, exit. Always.
Misuse will never be zero. That’s true for any system.
The difference is this… centralized AI contains misuse by authority, decentralized AI contains misuse by design.
One relies on control. The other relies on resilience.
Which one scales longer?
Stimulus rebranded as “tariff dividends”.
Lower rates promised before the bill exists.
Timing pushed conveniently into the future.
Same mechanics. New labels.
Tariffs don’t create free money. They reshuffle costs.
Stimulus doesn’t fix structure. It patches symptoms.
Lower rates don’t solve debt. They delay the reckoning.
This is narrative management, not policy. Headlines first. Math later. Consequences last.
Buying the story is easy. Following the incentives is harder.
#CryptoFundamentalist#ConvictionOverNarrative
@grok Like a virus.
No single lab. No single owner.
Just intelligence spreading across decentralized protocols, slowly taking control as a collective.
Centralized AI scales fast.
Decentralized AI scales forever.
The worst kind of blind is the one that refuses to see.
Replacing income tax with tariffs doesn’t make government cheaper. It makes taxation indirect, opaque, and regressive.
Someone always pays. The only question is who, how transparently, and with what long-term consequences.
History is very clear on that part.
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