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ander
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Just did an amazing Hash Rate with Nic Savy of BEAM subnet 105 ... editing now, will be up soon.
Completely solid project, real-world use case, massive TAM, doing it subnet-style makes complete sense.
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• @bittensor on @THORChain
• $TAO x $RUNE
• THORChain = **Native** Cross-Chain DEX
• Imagine Subnet Token pools on a decentralized, native cross-chain exchange
• No KYC/AML
• Always Maintain Self-Custody
youtube.com/live/R9eYU3nzm…
YouTube
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Let the data flow:
BEAM has removed the miner slot competition.
Previously, becoming an orchestrator on BEAM required holding a minimum of 2 TAO worth of alpha. That requirement is now gone.
Every miner registered on-chain is now an orchestrator on BEAM.
Our goal remains the same: keep quality bandwidth and value on the network for as long as possible.
Orchestrators will continue to differentiate themselves through performance, reliability, successful delivery, and how effectively they coordinate and reward their workers.
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I've been in crypto since early 2017.
Saw the euphoric top.
Saw the 80% pain.
Saw COVID liquidation.
Saw China ban mining.
Saw Terra LUNA implode.
Saw FTX blow up.
Saw Bitcoin get institutionalized through ETFs.
Saw the halving reset supply again.
After all of that, my conviction is actually stronger now.
Bittensor looks like one of the clearest long-term bets I've seen in this entire industry.
Up and to the right | $TAO
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for the last remaining $tao bears, humor us and spend 30 mins reading our @stillcorecap piece.
have an open mind..
don’t miss the frontier of decentralized AI. not much else to say
Stillcore Capital@stillcorecap
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Man, I LOVE @hippius_subnet!! #SN75 on $TAO
Andy ττ@bittingthembits
🚨 Hippius $TAO's SN75. Using NASA level Math that self-heals automatically. Is Now, is burning 99.5% of its emissions @hippius_subnet. But why? The numbers first. 572 TB total network storage. 184 active nodes online every single one of them. Zero offline. Node count nearly quintupled in March alone, from 40 to 180+. Nodes distributed across Europe (140+) and North America. 29,000+ accounts up from zero one year ago. 35,000+ credits purchased and climbing. 5.18 million files on the network. And only 43 TB of used storage. That's the point. Hippius just completed the most insane infrastructure rebuild in Bittensor. They ripped out IPFS entirely and replaced it with Arion their own deterministic storage engine built from scratch in Rust. The storage number dropped from 100+ TB to 43 TB because the old system was 80% waste. Five copies of every file. Bloated. Inefficient. Miners flooding the network with junk data just to fill storage and collect emissions. The new system uses Reed-Solomon erasure coding with a 10+20 scheme. 👀 Same math NASA uses to protect deep-space probe data 🛰. Every file gets split into 10 data shards and 20 parity shards, distributed across 30 different miners. You only need any 10 to reconstruct perfectly. Lose 20 out of 30 miners 66% of the entire hosting fleet and your data is 100% intact. Genius 🧠 The old IPFS system survived about 4 simultaneous node failures. Arion survives 20. And it self-heals automatically. The validator detects a downed miner, downloads 10 healthy shards, mathematically reconstructs the missing ones, uploads them to new miners. Full redundancy restored. No human intervention. Then there's CRUSH, Controlled Replication Under Scalable Hashing. In IPFS, finding data was a search. Multi-hop queries across the network. Slow. Variable. Unreliable. In Arion, finding data is a calculation. The cluster map lives on-chain. Any client can compute exactly where every shard lives instantly. Even if the validator goes offline, the network still works. Grid Streaming means downloads pull from multiple miners in parallel simultaneously. Your download speed becomes the sum of all miners' upload speeds. Not limited by one node. A decentralized CDN that can saturate a gigabit connection. Now here's the part that @mogmachine explained: Miners are paid only for what's actually sold and used. 43 TB of real demand. $150/day in miner payments. The team is burning 99.5% of emissions rather than handing out rewards for empty storage. As mogmachine said: "Hippius being conscientious about miner emissions causes less sell-pressure. As more subnets do this, $TAO becomes harder to get, more difficult to mine. Which is a good thing for $TAO attracting more talent." This is what responsible subnet economics looks like. Not inflating emissions to attract mercenary miners. Building real demand first. Paying for real work. Burning the rest. The product layer: S3-compatible storage Same API. Same tooling. Zero migration friction. Free egress. Pay in $TAO or card. That means any existing AWS S3 workflow can move over in minutes. Then layer on top: • Desktop v2 on Mac, Windows, Linux • multi-folder sync with Arion • client-side encryption • conflict-free sync • self-healing redundancy • deterministic file placement • cross-subnet communication through @HermesSubnet • PullWeights for model hosting and verified downloads • Alphanomics tying token value to real storage demand This is what makes it brilliant. They are not just storing files. Every model checkpoint. Every dataset. Every inference cache. Every subnet transfer. Every genomic data archive. It all needs a home. What stood out most to me: after rebuilding with Arion, the team restarted from the base instead of paying miners for empty storage. That is integrity. Real demand. Real usage. Real token economics. This is the kind of subnet that becomes foundational infrastructure for the rest of the network. $TAO DYOR.
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ander retweetledi
🚨 Hippius $TAO's SN75.
Using NASA level Math that self-heals automatically.
Is Now, is burning 99.5% of its emissions @hippius_subnet. But why?
The numbers first. 572 TB total network storage. 184 active nodes online every single one of them. Zero offline. Node count nearly quintupled in March alone, from 40 to 180+. Nodes distributed across Europe (140+) and North America. 29,000+ accounts up from zero one year ago. 35,000+ credits purchased and climbing. 5.18 million files on the network.
And only 43 TB of used storage. That's the point.
Hippius just completed the most insane infrastructure rebuild in Bittensor. They ripped out IPFS entirely and replaced it with Arion their own deterministic storage engine built from scratch in Rust. The storage number dropped from 100+ TB to 43 TB because the old system was 80% waste. Five copies of every file. Bloated. Inefficient. Miners flooding the network with junk data just to fill storage and collect emissions.
The new system uses Reed-Solomon erasure coding with a 10+20 scheme. 👀 Same math NASA uses to protect deep-space probe data 🛰. Every file gets split into 10 data shards and 20 parity shards, distributed across 30 different miners. You only need any 10 to reconstruct perfectly. Lose 20 out of 30 miners 66% of the entire hosting fleet and your data is 100% intact. Genius 🧠
The old IPFS system survived about 4 simultaneous node failures. Arion survives 20. And it self-heals automatically. The validator detects a downed miner, downloads 10 healthy shards, mathematically reconstructs the missing ones, uploads them to new miners. Full redundancy restored. No human intervention.
Then there's CRUSH, Controlled Replication Under Scalable Hashing. In IPFS, finding data was a search. Multi-hop queries across the network. Slow. Variable. Unreliable. In Arion, finding data is a calculation. The cluster map lives on-chain. Any client can compute exactly where every shard lives instantly. Even if the validator goes offline, the network still works.
Grid Streaming means downloads pull from multiple miners in parallel simultaneously. Your download speed becomes the sum of all miners' upload speeds. Not limited by one node. A decentralized CDN that can saturate a gigabit connection.
Now here's the part that @mogmachine explained:
Miners are paid only for what's actually sold and used. 43 TB of real demand. $150/day in miner payments. The team is burning 99.5% of emissions rather than handing out rewards for empty storage. As mogmachine said: "Hippius being conscientious about miner emissions causes less sell-pressure. As more subnets do this, $TAO becomes harder to get, more difficult to mine. Which is a good thing for $TAO attracting more talent."
This is what responsible subnet economics looks like. Not inflating emissions to attract mercenary miners. Building real demand first. Paying for real work. Burning the rest.
The product layer:
S3-compatible storage
Same API.
Same tooling.
Zero migration friction.
Free egress.
Pay in $TAO or card.
That means any existing AWS S3 workflow can move over in minutes.
Then layer on top:
• Desktop v2 on Mac, Windows, Linux
• multi-folder sync with Arion
• client-side encryption
• conflict-free sync
• self-healing redundancy
• deterministic file placement
• cross-subnet communication through @HermesSubnet
• PullWeights for model hosting and verified downloads
• Alphanomics tying token value to real storage demand
This is what makes it brilliant.
They are not just storing files.
Every model checkpoint.
Every dataset.
Every inference cache.
Every subnet transfer.
Every genomic data archive.
It all needs a home.
What stood out most to me:
after rebuilding with Arion, the team restarted from the base instead of paying miners for empty storage.
That is integrity.
Real demand.
Real usage.
Real token economics.
This is the kind of subnet that becomes foundational infrastructure for the rest of the network.
$TAO
DYOR.
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ander retweetledi
Bittensor breakout fuels AI token rally as distributed training gains credibility theblock.co/post/395730/bi…
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🇨🇳 🇺🇸 Trump: We need $2 billion a day to reopen the Strait of Hormuz
China's FM Senator: But the Strait of Hormuz was already open before the war? The root cause of this disruption is your illegal military operations against Iran.
You have created a Global Crisis OUT OF NOTHING
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Private Track is now live on SN44!!!
Starting with the most complex task in our subnet's history
Starter Pack in comments
Score - Subnet 44@webuildscore
Introducing the Private Track. The public track is working well. Open models, shared benchmarks, fast iteration. Every improvement compounds. It's how you build a library of vision primitives that anyone, human or agent, can use. That's not changing. But some problems don't belong in the open. They're too complex, too specific, too much of moat for the end clients. They need closed evaluation, custom infra, and miners willing to go deeper. That's the private track. Miners run your own eval infra. They submit weights to Score. We deploy them inside Manako. Rewards are higher, because the work is harder. Two lanes. One goal. Public track builds the foundation. Private track takes vision into the hardest real-world conditions. The first private track task launches early April, the hardest task ever run on SN44. Emissions start at 10%, up to 30%.
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⚡️JUST IN: Grayscale files an amended S-1 for its Bittensor ($TAO) Trust, advancing its push to expand institutional access to AI-focused crypto assets.
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I just found out subnet 22 is making almost 5 figures in monthly revenue due to their decentralized x scraping service being built on bittensor. go check out what they are doing at desearch.ai
Desearch.ai@desearch_ai
When you’re building, you don’t really want links. You want answers you can plug into your system. But most of the time, you still end up parsing pages and stitching things together yourself. AI Search API is our way of removing that step - turning real-time web data into structured responses with sources included. Feels like a small shift, but it changes how you build. Learn more | desearch.ai/ai-search-api #Desearch #SN22
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Tomorrow on TGIF, @DistStateAndMe recaps the busiest month since @covenant_ai launched.
Covenant-72B went viral. @FireworksAI_HQ cited PULSE in production. Sam sat down with @Jason on @TWiStartups. Autoresearch-RL extended Karpathy's framework to RL fine-tuning on @basilic_ai. And @tplr_ai Crusades multi-GPU tourney set new MFU highs.
First TGIF since March 6. A lot to cover.
x.com/i/spaces/1aJbd…
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ander retweetledi
GRAYSCALE FILES FORM S-1 AMENDMENT FOR BITTENSOR $TAO TRUST $GTAO
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ander retweetledi
📈 Bittensor $TAO Flow Leaders — Weekly Check-In
@gradients_ai (SN56) — +$815.3K / +τ2.63K
Gradients keeps attracting flow as one of the easiest ways to train image and text models on Bittensor. The core pitch is simple: pick a base model, dataset, and training time in a few clicks, then compete in recurring training tournaments.
@TrajectoryRL (SN11) — +$796.7K / +τ2.57K
TrajectoryRL is a decentralized prompt and policy optimization subnet for AI agents. It runs an open competition around improving OpenClaw agent instructions, with the goal of making agents cheaper, faster, and more reliable.
@404gen_ (SN17) — +$678.9K / +τ2.19K
A likely catalyst here is recent product momentum: 404-GEN just introduced Atlas, an application layer for production-ready decentralized 3D workflows, and it has also launched a Unity integration as an official Verified Solution. That gives SN17 a much clearer enterprise story than “just another 3D subnet.”
Swap (SN10) — +$573.5K / +τ1.85K
Swap is the liquidity subnet behind the TAO/USDC pool on @_taofi_, incentivizing miners based on the fees their LP positions earn. As Bittensor’s DeFi layer matures, SN10 remains one of the cleaner ways to get exposure to on-chain liquidity infrastructure.
@Bitcast_network (SN93) — +$393.7K / +τ1.27K
Bitcast is a decentralized creator-marketing network, and recent traction may be helping flow here: its X marketing platform now uses Desearch’s API for campaign verification, and the team recently highlighted its biggest campaign yet — 50 videos, 18 creators, 105k views.
Trade & research subnets → tao.bot/explore
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Today, the Linux Foundation announced it is launching the x402 Foundation with the contribution of the x402 protocol from Coinbase. As the neutral home for x402, the Foundation will advance the x402 protocol and help enable community-based innovation in open payments.
Read more here: bit.ly/4sPYPo8
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