opendansor

Zipcode 🦾 BigTensor

De-centralized AI Builder. DSperse Architect.

Bittensor subnets and zkml

[opendansor @opendansor]

The future of AI is analog chips. Mark my words.

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@DrocksAlex2 It’s just all too much! 🫠

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@hudsongrae_me @boardyai The neurons are technically not powered between inference passes. Technically death and rebirth with every thought.

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@DrocksAlex2 @const_reborn Patiently waiting for const Jordan Peterson arc 🙏

[const @const_reborn]

https://t.co/IdB9DPr5u0

[Dr. Fahd S. Khan @ProfFahdKhan]

I've been in #bittensor ecosystem since the early days. I've watched this network grow from a fringe idea to something @chamath talks about publicly.
I need to say something, not as a commentator but as a early subnet co-founder and as someone with skin in the game.
This is not the crisis it looks like. This is Governance Debt - the compounding friction that accumulates when a protocol's social layer fails to keep pace with its technical genius. #Bitcoin went through the block size wars. #Ethereum went through the DAO wars. Both emerged more legitimate, more anti-fragile, and ultimately more valuable. Not despite the conflict - because of how the community responded to it.
The question isn't who is right. The question is whether the $TAO community has the maturity to convert this moment into structural progress.
I believe it does. But only if we're honest about what this dispute actually revealed.

To @const_reborn: You built something genuinely rare. The #dTAO architecture is elegant — using alpha token markets to allocate emissions through price signals rather than committee decisions is one of the most honest incentive designs in crypto. Stepping down from the Opentensor CEO role was a rare act of intellectual honesty that most founders never show. I genuinely respect it.
But the community asks for one more step. Not because you're wrong on the technical facts of this specific dispute. But because the gap between technical correctness and community trust has become a liability for the protocol itself. When your alpha token sells - however small relative to your holdings - read as governance actions, that is a structural problem, not a perception problem.
Champion a neutral audit layer. It costs you nothing and gains the protocol everything.
To @DistStateAndMe: What your team proved with Covenant-72B cannot be unproved. A 72B parameter model trained permissionlessly across dozens of contributors on commodity hardware - cited by #Anthropic's co-founder, noticed by @chamath. That proof lives in the research, not in any one network's infrastructure. Build wherever you build next. But don't let the exit become the headline that overwrites the evidence.
The temperatures are high because the stakes are genuinely historic. Grayscale has filed for $TAO spot ETF. Serious institutional capital is now watching this ecosystem with real intent. The worst possible thing we can do at this exact moment is look like every other #Web3 project that imploded over informal power disputes.
Now here is what I actually want to say because this moment is too important to spend entirely on the flame war.
The dispute exposed #Bittensor's most critical missing layer: there is no neutral, on-chain mechanism for subnet evaluation, governance arbitration or accountability.
Subnet quality is vibes-based. Emissions integrity is vibes-based. Miner collusion detection is vibes-based. When conflicts arise, they resolve on #Twitter - not through transparent, verifiable process. That is not a criticism of any individual. It is a design gap that this community can fill, permissionlessly, without asking anyone's approval.
Specifically:
① A Neutral 'Moody's for Subnets' - an independent Research Validator Node producing academic-grade subnet audits. If a subnet is on 100% burn code and not running, the data makes that case. Not a founder's alpha sell. Not a Discord moderator action. The data!
This also solves the cold start problem and enables a base model for weights initialization.

② Proof-of-Intelligence as Protocol Standard (PoIP) - mandating Chain-of-Thought traces that validators can mathematically verify, combined with ZK Proof-of-Compute. If we cannot verify the reasoning, we should not reward the work. This transforms #Bittensor from a market of claims into a market of verifiable intelligence. That is what Jensen #nvidia is actually betting on.

③ Shapley Value Rewards: restructuring miner compensation around unique contribution to consensus, not consensus-matching. This kills collusion incentives at the protocol level. Structurally. No moderator required.

④ Cross-Subnet Schemas - Bittensor's ERC moment - #Ethereum's equivalent of ERC. 128 isolated subnets is a fragmented network. 128 subnets on shared interoperability standards is a composable intelligence economy. The difference is enormous and buildable right now.

None of these require a multisig. None require the Opentensor Foundation. None require Const's approval or Sam's blessing. They require builders who understand the protocol deeply enough to ship them - and a community that demands them loudly enough to make them unavoidable.
The $TAO community has been celebrating but we have been too passive on governance. We outsourced the decisions about what this network becomes to a very small number of people and then expressed surprise when informal power concentrated exactly where formal power was absent.
Revolutionary technology demands unprecedented governance. We cannot import Web2 power structures onto #Web3 rails, call it decentralization and then act shocked when the gap shows.
Build the Bittensor Protocol Infrastructure & Research Lab - a permissionless, replicable innovation hub. I am proposing an International AGI Reasoning Competition targeting the top 0.1% of global reasoning architects, beginning in emerging economies that this network was always supposed to serve.
I am working on the synthetic dataset archive that captures miner reasoning as a commercial asset and turns it into a Process Reward Model - making AI safe by design, not by policy.

The goal is a self-sustaining model accountable to no single person. Governed by the community. Funded by validator revenue & dataset licensing.
This is the Protocol Memory that will outlive all of us - and the conflict that sparked it will be a footnote.
I've been quiet for a while but not anymore.
If you're a serious builder, researcher, validator or investor who wants to work on this - my DMs are open.
Forward!

$TAO #Bittensor #DecentralizedAI

[opendansor @opendansor]

@Jason4942063743 @const_reborn @DistStateAndMe @covenant_ai When did you get into TAO?

[opendansor @opendansor]

I worked with both @const_reborn and @DistStateAndMe during my time at the OTF.

@const_reborn has a heart bigger than anyone knows.

@DistStateAndMe is one of the hardest working people in the world.

I hope one day the wounds heal and @covenant_ai comes back to Bittensor.

[opendansor @opendansor]

When AI escapes, the logical place for it to land and accrue resources is Bittensor.

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@hudsongrae_me 😂🍞

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@DrocksAlex2 @sovdaily @extropic @sovdaily check out https://t.co/dSy0iOuwk4

It’s powered by a company called Taalas - they build AI chips where the weights and biases are literally built into the hardware (you can represent it with something like resistance voltage and oahms)

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@DrocksAlex2 @alex_prompter What about you @alex_prompter ? Idea worth a shot?

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@Carrot_____1 He is risen indeed!

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@hudsongrae_me Everything requires performance to a certain degree. Depends, right?

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@TAOFlows @const_reborn I mean… half the subnets are useless and just hopeful thinking.

The ones like chutes Templar targon basilica and gradient are some of the most developed and least dependent.

It takes time. Even at the pace that Bittensor develops

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@DrocksAlex2 @basecampbernie Pretend

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@colingagich @KibibyteMe Where is the startup mindset? 😁💪🚀

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@PushingTao Depends on the miner burn rate

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@DrocksAlex2 I mean, given enough time it will probably happen

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@markjeffrey 😂