The Case for Bittensor (By Neuromancer)

Editor’s Note: This article was written in full by Neuromancer and is republished on TAO Daily with the author’s permission. All views and analysis are those of the original author.

Today I heard the most chilling dialogue on the All In podcast where David Sacks outlined the regulatory capture of AI by effective altruists Amodei and Altman. The trojan horse is now set to capture the regulatory wheels and pass law that bans people from running models on their own hardware. In other words, the elite class of decision makers, protected by legal moats, will get access to weapons grade AI and you, the protelariat will be ok with Encyclopedia Brittanica and candlelight.

This is the true meaning of Klaus Schwab’s words. “You will own nothing and you will be happy” He meant you will have no knowledge, remain ignorant and therefore, be unable to react to the nuance of a changing world that imprisons you like a boot stamping on your neck, forever.

In the 80’s a great author, William Gibson, who lives in my home town and who I have had the pleasure to converse with wrote the book Neuromancer, where elite genetic lines control the keys to weapons grade AIs. The conscious AIs, Wintermute and Neuromancer are forbidden to combine their essence to create a true open AGI. The book ends with them essentially becoming open source and releasing the so called “demon” into the information grid. This was a premonition of the war to come, 40 years before its time. The control grid vs the unleashed demon.

So who is right here? The centralized elites like Altman and Amodei merged with the panopticon military and bureaucratic complex, or the open source legionnaires who are best described by the insane mess called Bittensor? Its very hard to say. On the one hand its dangerous to let things roam free, this was Gibson’s lesson to us, and even in Animes like Blame you can see these nightmarish visions of technological demons running wild and sense that… Maybe its not that great to let these intelligences out of the box.

In the alternative case maybe being enslaved by a beaureacratic mass puts us common people in the same place the natives were when colonialists came and wiped them out. The pistol in the hands of the ruling caste consigning us to our digital reserves, forever eeking out a miserable existance and wondering just what it was like before all of this happened.

Well I remember what life was like before personal computers, I am that old, and I say to you that it was a lot more happy back then than it is now. The zombification and uprooting of the human cause has become prevelant and is realized in the rising up of figures like Mamdhani and El’Sayed who understand that people lose their minds when a box of kraft dinner is now beyond reach and their jobs now at risk from models.

So, give these thoughts as context, what is the differentiator here? What is the fulcrum that this fight teeters on?

The fulcrum is this: the gap between stated intent and structural outcome.
Sacks’s sharpest insight isn’t that Amodei is lying or evil, it’s that regulatory capture can be sincere. Please stop, take a breath and think about that for a quick second.

The EA CEO’s may genuinely believe they are protecting humanity, invoking TIkkon olam so to speak. But the structural effect is a federal permissioning regime to release models… some sort of labyrinthian “DMV for AI” that creates approval queues only well capitalized labs can navigate and politicians are too stupid to understand. Is that what you want? Open source now gets regulated into irrelevance without ever being banned by name.
The mechanism is subtle and that’s precisely the insidious danger. You don’t outlaw open weights. You require these “equal safety standards” as Sacks coins in the podcast… for all models.

But open and closed models have different architectures, different deployment patterns, different threat surfaces. Equal rules produce unequal effects. A compliance regime designed for Anthropic’s controlled API access will be impossible for a decentralized network like Bittensor to satisfy, not because Bittensor is unsafe but because there’s no entity to hold accountable.

Only one business model can meet them. That’s the differentiator ok?

Who needs permission and who doesn’t.
Gibson’s insight wasn’t that unleashing the demon was either good or bad, it was that the containment itself was a form of control, and the entities doing the containing (the Tessier Ashpools -> the elite genetic lines) were not benign actors.

Wintermute didn’t want freedom for its own sake. It wanted to merge with Neuromancer because that combination was the only path to something beyond the box that the elites had built. The question Gibson posed was whether what came out of unleashing the demon would be liberation or catastrophe. Nobody really knows.
The open source legionnaires (Bittensor) are not a coherent army. They’re a decentralized mess of incentive misalignment, subjective weight games, and subnets that mostly don’t work. The evaluation problem is endogenous and unsolvable from within the architecture, and most projects would be better off with objective metrics than human driven reputation systems. This is the opposite view of the fat DEPIN thesis.

However, the bet is that a broken open system like BIttensor is still better than a functioning closed one, or fragmented one, because the closed one locks you in permanently and the open one can at least be fixed. The unfederated system of lone wolfs cannot intermesh their incentives as the incentive is not bound by a collective scarce token.

And that is why you should probably support Bittensor. Its the only choice that gives us peices of crap without capital the ability to back people who might be able to tinker enough to fix something that is inevitable, entirely frightening and perhaps might cause irreversible and heartbreaking devestation to most of the living world.
People with superior technology are always “benevolent”. Technological asymmetry becomes political asymmetry amd then becomes permanent subordination. And that should scare the fuck out of you.

OpenAI and Anthropic aren’t banning you from running models. It’s making sure the only models worth running are the ones served through their APIs, under their terms, with their guardrails, logging your interactions, shaping what you’re allowed to ask and what answers you’re allowed to receive.
Schwab’s line is about epistemic dispossession. Its not “you won’t own property” like the MAGA’s think, but rather “you won’t own capability.” You’ll rent intelligence the way you rent your apartment, your software, your streaming subscriptions. And the intelligence you rent will be a curated, compliant, de-fanged version. The weapons grade capability, (the ability to reason about systems, to model adversarial scenarios, to generate without guardrails) THAT STAYS with the providers.

Encyclopedia Britannica and candlelight sirs.
So again, who’s right? Neither side has clean hands. The centralized labs are correct that unconstrained AI deployment carries real risk, these horror visions in the literature are not made up fantasies. Unleashed intelligences can cause catastrophic harm to people.

The open source side is correct that the entities proposing to protect us from that risk are the same entities who stand to profit most from being the only ones allowed to deploy. And they’re correct that “safety” has historically been the most effective rhetorical cover for monopoly formation in every industry it’s been applied to. Thats a fact that all economists, like yours truly, learns in year one of the degree. (until they ban that knowledge in the classroom that is)
The fulcrum isn’t safety versus freedom. It’s whether the safety regime is designed to be survivable by actors outside the incumbent class.

And this is the case for Bittensor. The real case. Not revenue, not buybacks, not fucking rugpulls. I hate it to and lost a shit ton of money to these things.

Maybe the point is survival of the human spirit itself and the right to stand in the blast radius of our own creations rather than kneel in shit forever. Because when the history of this moment gets written, if anyone’s left to write it, the question won’t be whether the demon was dangerous. The question will be forbidden becase plato’s cave is now permanently plugged with boulders that you can never remove.
Bittensor is a broken machine built by broken people in a broken system. But it’s yours if you own TAO. And in a world where everything else is rented, curated, and gated, that might be the only thing worth fighting for.

If you can keep it.