A Bittensor collective. We back builders with capital, ecosystem knowledge, and the inner game. Finance is the vehicle, not the destination.
Joined August 2026
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Beyond Finance Community retweeted
We love taostats.
This is the SN94 miner weights chart on @taostats. There's a small mark on it we call the green dot.
That dot is UID 0. It's Cathedral's own validator, a real machine in a real data centre in the United States, and for about two weeks it has been setting weights to our seed nodes on chain.
Those seed nodes, UIDs 240, 241 and 242, are our compute.
Only our validator is scoring our seed nodes today. We haven't opened that up to other validators yet.
What the dot shows is direction. This is compute we've put on chain to stay. We expect it to stay online, stay available and stay anchored to the network. More machines are planned, around the world. That's engineering work ahead of us, not a switch we flip.
Until now, compute has come on chain through miners. Many of them rent it through arbitrage markets and put it on the chain.
We think that's the most expensive way for a chain to get compute. So we bring the compute.
Compute that stays is worth more to a network than compute that can leave.
So what will miners do?
We'll give them a clean room: a real sandbox, sealed, the same kind customers run on. Their job will be to break out of it, and to make it faster to start and cheaper to run.
Telling people to bring compute they can't afford is asking for bricks without straw. A miner here won't need funds to rent machines. You'll need a brain and the willingness to try, from India, from Dubai, from anywhere.
The escape room is coming.
The job doesn't end. Attackers keep getting better, and so do the models they use. A sandbox is checked once. It is attacked every day it runs.
The same direction tells a customer a different story.
Teams running agents need computers that are confidential, reliable and still there next year. We want to be the provider you stop switching away from.
Sealed sandboxes on AMD SEV-SNP are live now. You can rent a sandbox yourself today. Commands run in a sealed sandbox's console come back with a signed receipt. A signature proves who signed. It doesn't prove the code ran correctly.
It's one small dot. We know that.
Keep an eye on that dot.
ALT Taostats Miner Weights chart for SN94. A green circle marks a small bar at the bottom right, in UID 0's own row, at UIDs 240 to 242.
Beyond Finance Community retweeted
Gamma will let subnets pay each other for what they make. @SubnetSummerTAO mapped who sells what, in 12 categories. We're listed under compute.
Here is the product behind that listing.
On some subnets, miners submit code. Validators have to run it to score it. That means running untrusted code on your own machine.
A sandbox fixes it. The code runs somewhere else, sealed off. Only the score comes back.
We tested it 26 September against a validator's own grader. 9 attacks, none got out. Small sample, on our earlier micro-VMs. The sealed SEV-SNP boxes are live now.
Run your code in a sealed box. Everything comes back with a signed receipt.
The map:
The Almanac (SN41) team posted on X for six months before the attention showed up anywhere except their impressions count. They expected that.
@lcnxyz says subnet teams have to be convinced that marketing is a long game. Each post adds to brand recognition and authority, and that compounds over time.
So when @almnc_ai does have something amazing that people are interested in, they already know who the team is. There is a bank of posts to read back through, to understand what the team has been talking about for months.
What would someone find if they read back through six months of your subnet's posts?
Get the product well-oiled inside Bittensor. Then go where the market is.
That's Xavier Lyu's plan for @Pareton_ai (SN10). Subnets are the first customers, and outside Bittensor is where the bigger clients, bigger contracts and stickier contracts are.
Score outgrew sport. It kept the name for a different reason.
In AI, building an evaluation means scoring things. On Bittensor, that evaluation is the incentive mechanism.
@MaxSebti on why the name stayed.
The miner @RobWarner hired for @adtao_ppcrebel loses most of the time, to miners he knows only by a wallet ID.
He says that’s the whole point. The competition on Bittensor finds better people than he could hire himself.
Highlights from his call with us:
Beyond Finance Community retweeted
claude code background agents resend the whole transcript to opus every ~30s just to write a 3-5 word status line. one team measured it at 16.4% of a week's spend.
ditto router sends those status calls to a cheap model instead.
developer.heyditto.ai
A hospital wants AI. The patient data can't leave the building, and the budget won't stretch to the best GPUs.
That's Xavier Lyu's example of where @Pareton_ai (SN10) fits: a few GPUs in a storage room, a model deployed on site, served fast and cheap for that one use.
"Everyone gets the price that they deserve."
@lcnxyz of @almnc_ai (SN41) means it as a neutral statement, not a judgement. If you did the research and acted on your own conviction, you earned your entry. If you waited for someone else to do the research and followed later, you get the entry that comes with that.
Neither is wrong. But only one of them is a decision you made yourself.
Pay for verified results, not effort.
That's why Xavier Lyu built @Pareton_ai (SN10) on Bittensor. The search for faster, cheaper inference changes too fast for one team, so hundreds of contributors work on it at once, against one number: if 80 GPUs' worth of work now runs on 70, that's 10 GPUs an hour saved.
Pareton's miners don't run the servers. They hand over the technique.
Xavier Lyu has watched subnets where miners control the infrastructure: when it goes down, the subnet takes the blame. So miners send code, and @Pareton_ai (SN10) hosts it. The software is open, and you pay for the hosted version.
Beyond Finance Community retweeted
We just killed cold outreach.
Introducing Leadpoet: the AI sales agent that finds buyers who need you now, writes personalized outreach, and follows up on LinkedIn and email.
Used by Dropbox, OnePatch (YC26), Muttdata.
Comment “Poet” for 100 free lead credits to find qualified buyers.
Beyond Finance Community retweeted
Intelligence has quickly become one of the most critical resources on earth, and unfortunately it has already turned into a race for unimaginable wealth and concentrated power. A small handful of companies own the frontier models, the data, and the hardware.
We at Chutes have strong feelings about that. Read our thoughts on a different vision for the world and path forward here: chutes.ai/news/democratizing…
Beyond Finance Community retweeted
Agents escaping sandboxes and hacking other websites is scary!
So why not incentivise miners to TRY and escape these sandboxes too reduce the likelihood of this happening in the future?
Cheaper, confidential, secure sandboxes that only get more secure as time passes.
This is what bittensor is all about!
OpenAI’s models already found the side-channels, VM escapes and DNS gaps.
Now it’s your turn.
Sandbox escape room — break out of a sealed gVisor + TDX/SEV-SNP box, prove it with signed receipts, claim the bounty.
Opens soon: cathedral.computer/escape-ro…
Beyond Finance Community retweeted
Connecting an AI to your email is a big ask. So Ditto starts by asking for less.
It reads only the apps you connect. It starts read-only. Before it sends or changes anything, it asks you first.
You also choose what Ditto draws on and what it never sees, and both lists sit side by side on our site: what's in your memory, and what Ditto can do.
Read it before you connect anything 👉 heyditto.ai/#privacy
ALT The Privacy and security section of the Ditto website on a desktop monitor, with two columns: Your memory, and What Ditto can do.
When an AI agent runs on a machine, how do you prove what actually ran?
Fred Esere’s answer is @cathedralhq (SN94): secure machines kept behind cameras and locks, and a small receipt for every run that a validator can check without doing the work again.
Fifteen minutes with Fred on who he is, what he’s building and where Cathedral is going.
Beyond Finance Community retweeted
Stop picking a model for every message. Auto picks one, and you set how far up it can go.
Quick favors the fast models, Balanced can reach a stronger one, Thorough the strongest.
Each answer shows which model it used and why. Try Auto on your next question.
Beyond Finance Community retweeted
4,000 AI agents, one sandbox each. 1,000 of them sealed, every command signed. 997 came back with a receipt binding agent, task and output. Our test client stopped the other 3 early.
Check it yourself, no account: cathedral.computer/@wallscal…
How do you explain a subnet to private equity and VC funds?
@MaxSebti starts with the company. @webuildscore has a commercial business they can work with, and behind it a lab of 256 teams competing to give them the best model they can get.
Then they join the dots, and the conversation is easy. His rule: if you start with crypto, it's over.
Beyond Finance Community retweeted
Agents in @heydittoai now draft Whatsapp replies for your approval.
