Damon

Patience. That’s the key to everything. #web3 OG with a lifelong focus on markets and investment analysis.

[Pedro Flintstone @PedroOfTAO]

Bittensor $TAO are streets ahead of any other crypto.

The speed at which the devs roll complex updates out is truely impressive 👏👏👏

Subnets will only be enhanced!@opentensor

[mitchie @mitchiesol_]

Pokemon in the hood

Made with @higgsfield

[Filcrow @FilCrow_]

Pokemon in the hood pt.2

Made with @higgsfield

[Filcrow @FilCrow_]

Pokemon in the hood

Made with @higgsfield

[Berzeck @Berzeck5]

Bittensor, Decentralization, and How We Are Losing Sight of the Big Picture

There has been a lot of drama lately surrounding Bittensor's alleged centralization, with much of the criticism directed at its co-founder, Const (@const_reborn).

So perhaps it's time to look at what's actually happening, what decentralization means in this context, and, more importantly, what all of this means for Bittensor's future.

Because I think many people are completely missing the big picture.

1. The Emissions Controversy

First, let's understand what emissions actually are.

Emissions are the mechanism through which Bittensor creates and distributes new TAO and subnet-specific alpha tokens. These incentives support the network's economic activity, rewarding miners, validators, stakers, and subnet owners.

Under Bittensor's current economic model, eligible subnets receive shares of TAO emissions determined by market-based signals, while subnet participants receive rewards according to their respective incentive mechanisms.

In economic terms, these emissions provide a form of protocol-funded support. They are not identical to traditional grants, but they serve a related purpose: directing resources toward activities the ecosystem wants to encourage.

Now, here's where the controversy begins.

The complaint: Const and the people responsible for Bittensor's protocol governance have been accused of exercising centralized authority over subnet emissions, suspending them when certain subnets appear to be abusing the incentive system or failing to deliver meaningful value.

Unsurprisingly, some affected subnet owners and investors are crying foul, loudly and repeatedly.

"DECENTRALIZATION!"

"FREEDOM!"

"MY EMISSIONS!"

But let's examine the bigger picture.

2. Centralization? Compared to What?

Is Bittensor currently using centralized mechanisms?

Yes. Absolutely.

Does that mean Bittensor is not yet fully decentralized?

Again, yes.

But here's the question that seems to be missing from the entire debate:

Centralized compared to what? And in which dimension?

Consider how most blockchain ecosystems financially support their builders.

Ethereum has foundation grants. Solana has foundation grants. Many other ecosystems have similar programs.

Who decides which projects receive that funding?

Committees, foundations, teams, or other selected decision-makers.

The processes vary, and some are quite transparent, but the fundamental point remains: allocating resources to ecosystem projects involves centralized judgment.

Now look at what Bittensor is attempting.

Instead of relying primarily on committees to decide which projects deserve economic support, Bittensor has created an ongoing, market-influenced mechanism for directing token emissions across competing subnets.

Think about that for a moment.

Bittensor is attempting to decentralize part of the capital-allocation process itself.

Not just the infrastructure.

Not just the ownership of tokens.

Not just the participation of miners and validators.

But the mechanism through which resources are directed toward competing economic activities.

That is a much more ambitious undertaking than simply launching another blockchain with a foundation distributing grants.

And yet, when exceptional governance intervention occurs, some people immediately conclude that the whole system is centralized.

Isn't there something ironic about criticizing an ambitious attempt to decentralize resource allocation for still having centralized safeguards, while rarely applying the same standard to conventional foundation-controlled funding?

The comparison reveals something important: we should evaluate decentralization function by function, rather than reducing an entire ecosystem to a single yes-or-no label.

3. Why Human Intervention Still Exists

Now, why would anyone want the ability to suspend emissions in the first place?

Simple.

Because economic incentives can be exploited.

If a system distributes valuable resources according to measurable signals, people will inevitably search for ways to manipulate those signals.

This is not unique to Bittensor.

It happens in financial markets, advertising, public subsidies, corporate incentive programs, and practically every economic system ever invented.

Bittensor is no exception.

There have been concerns about emission farming, manipulation, inadequate verification of useful work, and subnet designs that reward insiders without generating corresponding value.

Should the network simply continue directing emissions toward questionable activities because someone invokes the sacred word "decentralization"?

I don't think so.

A completely automated mechanism that can be systematically exploited is definitely not better than a partially supervised mechanism that prevents those exploits.

Decentralizing an exploit does not magically turn it into innovation.

The eventual goal should be to replace subjective intervention with increasingly reliable, decentralized mechanisms.

But until those mechanisms can actually do the job, refusing to intervene under any circumstances is not automatically a virtue.

Sometimes full decentralization is simply bad system design.

4. Is the Approach Working?

Bittensor is doing something remarkable.

Look at the enormous number of speculative tokens created across the broader crypto ecosystem.

How many represent meaningful economic activity?

How many have actual users, measurable output, sustainable demand, or working products?

Now compare that with what Bittensor is trying to incentivize: actual computational work, AI inference, training, data services, research, and other measurable digital commodities.

Not every subnet succeeds. Some are experiments. Some will fail. Others may never justify the resources allocated to them.

But the important difference is that Bittensor has designed an economic system in which useful work and competition are supposed to determine where incentives flow.

Is it perfect? Of course not.

Does its design guarantee that capital always reaches legitimate projects? Absolutely not.

Nevertheless, the attempt to connect ecosystem-wide incentives to measurable production is an important innovation.

And considering that 30% - 40% legit_projects / total_projects ratio is literally orders of magnitude better than the rest of blockchains its easy to objectively assert that Bittensor mechanism i a lot better allocating resources.

And this is where I believe critics are losing perspective.

The relevant question is not whether someone occasionally intervenes. It is whether Bittensor is progressively becoming better at identifying, rewarding, and sustaining genuine economic value without requiring that intervention.

That is the metric we should care about.

And that is where the real debate should take place.

5. "Oh No, I've Been Consted!"

Now, imagine the scene.

A subnet loses its TAO emissions.

The owner rushes into Discord, delivering a performance worthy of a Hollywood melodrama:

"Oh my God! My emissions have been turned off!"

"Someone help me!"

"I've been CONSTED!"

Cue dramatic music.

Look, I understand the frustration.

Losing emissions can seriously affect a subnet's economics and its investors.

But here's the thing.

A subnet is not entitled to perpetual economic support simply because someone registered it, bought its token, or promised investors enormous returns.

Emissions should serve the network's long-term interests, not become a guaranteed income stream for every project that manages to acquire a subnet slot.

And to my friends who have an irresistible, almost pathological attraction to buying every shiny, questionable token that appears on the market:

Please understand something.

It is not Const's responsibility, nor the Opentensor Foundation's responsibility, to make your crap-o-philiac investments profitable

Their responsibility, within the authority they exercise, is to act in the best interests of the ecosystem and support its long-term success.

Protecting a subsidy-like mechanism against exploitation should not be controversial.

What should be debated is how to make those protections fair, accountable, and progressively less dependent on individual judgment.

6. The Discord Incident: Another Centralization Scandal?

And we're not done yet.

There was another recent incident involving a well-known community member.

I won't identify him because I personally respect him, and the situation was ultimately resolved.

He made a serious allegation involving Const, was temporarily banned from the community Discord, and was later reinstated after the disagreement was resolved.

Once again, accusations of centralization followed.

Seriously?

Let's distinguish two completely different things.

A blockchain protocol is not the same thing as a Discord server.

A Discord server is a moderated communication platform.

Its administrators have the ability to establish rules, remove content, and restrict users.

That is how practically every online community operates.

I can ban someone from my own channel for liking reggaeton.

Or wearing blue shoes.

Or arguing that pineapple belongs on pizza.

Would that make an unrelated blockchain centralized?

Of course not.

Now, whether a particular moderation decision was justified is another question entirely.

And organizations that occupy influential positions in supposedly decentralized ecosystems should certainly tolerate scrutiny and criticism.

But is it really controversial to ban someone that made a slanderous comment about the creator of the server?

A moderation decision, does not by itself imply that the underlying blockchain is centralized.

We need to stop confusing social moderation, organizational authority, economic governance, and technical decentralization.

They are not interchangeable.

Do people really expect that a social platform should implement voting just to moderate?

--- A guy makes a death threat to another, lets vote!!

7. Decentralization Is a Tool, Not a Religion

And this brings me to the most important point of this entire article.

Some people have turned decentralization into an almost religious concept.

A magical word that supposedly justifies anything.

No intervention.

No moderation.

No accountability.

No consequences.

As long as everything is done in the name of decentralization, it must somehow be good.

I fundamentally disagree.

Decentralization is a tool. An extraordinarily powerful tool, but a tool nonetheless.

It can distribute power, reduce single points of failure, increase censorship resistance, improve accountability, and make economic coordination more efficient.

These are enormously valuable properties.

But decentralization is not automatically the optimal solution to every problem, at every stage, under every technological constraint.

And pretending otherwise can actively damage the systems we are trying to build.

In my view, decentralization should be implemented when two essential conditions are satisfied:

It makes sense: It improves the relevant system by delivering meaningful benefits in resilience, trust, fairness, freedom, efficiency, or other important properties.
The technology is ready: The decentralized mechanism can perform its intended function reliably enough that its benefits outweigh the operational and security risks.

Not a minute earlier merely to satisfy ideological purists.

That does not mean centralization should be permanent.

Quite the opposite.

Every centralized dependency represents a problem that should eventually be addressed, reduced, or eliminated wherever decentralization can genuinely improve the outcome.

But decentralization must be an engineering and economic objective grounded in reality, not a competition over who can shout the word loudest.

8. The Bigger Picture

Bittensor is attempting something extremely ambitious.

It is trying to build an open, competitive economic system capable of coordinating and rewarding the production of valuable digital commodities, including artificial intelligence.

Its future depends on whether increasingly decentralized incentives can outperform the traditional structures through which companies, institutions, and markets organize production and allocate capital.

That is an enormous challenge.

And it will require experimentation, failures, corrections, better incentive mechanisms, stronger governance, and technological progress.

We should absolutely demand that Bittensor continue decentralizing.

We should demand transparency.

We should scrutinize privileged authority.

We should challenge arbitrary decisions.

But we should also recognize what the system is attempting to accomplish instead of treating every imperfect decision as proof that the entire experiment has failed.

The goal is not to maximize decentralization at the expense of everything else.

The goal is to build an open, resilient, productive economic system in which decentralization makes that system fundamentally better.

Let's not lose sight of that.

Because while everyone is arguing about who switched off a subnet's emissions or who got banned from Discord, the real question is much bigger:

Can Bittensor create a self-sustaining, increasingly permissionless market for intelligence and other digital commodities that is more effective than the centralized alternatives?

That is the experiment worth watching.

That is the big picture.

And that is what we should be debating.

[mr fundman @mrfundman]

When you click the wrong button 🤣

[Leo @leos_Investing]

Once you submit your life to the 9-5 how does one not feel stuck?

You’re telling me you just repeat year over year until you save enough money to retire?

The MAJORITY of people in this country are comfortable with just scraping by and living the same life every day, week and year?

How do these people have no ambition to want more?

I spend everyday thinking about chasing my dreams and doing bigger and better things

Sitting at a desk for 40 hours every week for 40 years being your main focus in life sounds genuinely sickening

[Algo Trade @AlgoTradeFr]

🧵 Pourquoi je pense qu’il est trop tard pour ignorer Bittensor :

1/ Depuis 1 an, $TAO a globalement stagné.

Mais l’écosystème, lui, n’a pas stagné.

Les revenus explosent, les Subnets innovent et de plus en plus d’entrepreneurs construisent sur Bittensor.

1/6

[Quinten @QuintenFrancois]

75 AI-linked stocks: $24.8 TRILLION

$TAO: $2.49 BILLION

Roughly 0.01% of the size

My bet is that Bittensor turns useful AI into lasting demand for $TAO

High risk. But if that works, today’s valuation is what makes the upside so interesting.

[R.L. ₿ryer @rBryer23]

wake up. acquire more bittensor:native. do it again.

[const @const_reborn]

we will need compute (@lium_io, @TargonCompute)
we will need inference (@engyai, @chutes_ai)
we will need data (@Hippius_cloud)
we will need knowledge (@teutonic)
If we are going to have free intelligence (@affine_io)

[Barry Silbert @BarrySilbert]

@HyytYdw in 1997 most/all websites were shit. that is where i think we are with bittensor, the world wide web of AI. give it time. the quality of talent and ideas coming to bittensor is rapidly improving (and is already top notch IMO)

[Raoul Pal @RaoulGMI]

AI is doing something we've never seen before.

Every technology adoption curve in history tells the same story. Pull up Google from day one, or Facebook, or the NASDAQ... same shape every time, all of them climbing that log channel.

That's Metcalfe's Law. After enough years you stop expecting anything else.

Then AI shows up and for the first time EVER we are witnessing Reed's Law. Metcalfe squared. The exponential of the exponential.

Reed's Law has always been purely theoretical. Nobody has ever observed it anywhere... not in nature, not even in something as prolific as a virus. Now it exists.

That's why the economic system as we know it will break down. The old frameworks won't just struggle to keep up... they'll be unable to describe what's happening at all.

[Ricardo @Ric_RTP]

Palantir's CEO just exposed Sam Altman and Dario Amodei for robbing every Fortune 500 company.

Within two minutes, Alex Karp took the entire frontier AI industry apart on national television.

His exact words:

"Every single enterprise in this country, these people are LIVID. They are paying for tokens that create no value. These people are stealing the weights and alpha of my business."

He literally said the entire frontier AI business model is intellectual property extraction dressed up as a subscription.

Then he also destroyed the pricing model with a single question that Silicon Valley still refuses to answer:

"If it was so valuable, let's say I can make you $1 billion tomorrow. Wouldn't I say I'll make you $1 billion and I want 30 percent? Why are they charging for tokens if it's so valuable?"

That question breaks the industry.

If OpenAI and Anthropic's models truly delivered the productivity gains the labs claim, they would take equity or a share of the profit they generate. They would not sell access by the million tokens.

Token pricing is itself the CONFESSION that the product cannot produce reliable value at scale. If it did, they would price for the value. But they price for the compute because that is what they are actually selling.

Karp went even further...

He called the entire arrangement "a wealth tax that does not help the poor. It just punishes."

American businesses are transferring the alpha of their operations, meaning the workflows, the customer data, the strategy memos, the internal models that make them competitive, directly into the training pipelines of a handful of Silicon Valley labs. Once those labs retrain, the customer's own edge becomes the next enterprise product sold back to their competitors.

And the part the AI industry does not want anyone thinking about:

Every enterprise running its confidential documents, its customer conversations, and its financial models through a frontier model is potentially teaching that model HOW to replace them.

The vendor collects the token fee AND the compounding intelligence about that customer's business. That is the mechanism. And that is why Karp used the word "stealing."

He claims this is why every executive he meets is furious in private and silent in public. Nobody wants to be the CEO who called out the labs and then discovered their next competitor was built on their own leaked workflows.

The entire AI industry has been priced for perfection on one assumption:

That frontier labs produce durable, defensible value that justifies infinite compute spend.

But Karp just told us that the customers do not believe that assumption anymore. They believe they are being taxed without benefit, watched without consent, and copied without recourse.

The moment enterprises stop believing, the whole valuation stack shakes.

[Saint 𖤓 @seasaint]

every man should fall in love with a whore once in their lives, it builds character

[Dan Bilzerian @DanBilzerian]

The “Federal Reserve” is a non govt bank that can create US dollars electronically out of thin air and then sets the interest rate to loan it to us.

5 of the last 8 federal reserve chairs were jewish and the current chairman is jewish.

[Damon @MetaViewz]

Wow!

[BREADMAN @Breadddman]

Market sell off so bad today a 🥷🏼 downloaded the @indeed app. Just in case.

[Inversenda @inversenda]

The $SRFM debate is framed wrong. It is not whether SurfOS is real. Q1 already answered that.

SurfOS pulled cost out of the airline and lifted charter margin around 340bps, enough to improve full-year adjusted EBITDA guidance by 40%. The software works on its own operations.

The open question is narrower and more important. Can it sell that same efficiency to other operators as software? OperatorOS, due in the second half of 2026, is the first real test.

Internal proof is done. External monetization is the part still unpriced.

Watch how SurfOS develops in the coming earnings.