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Bittensor is getting its own confidential routing layer :: SayGM Simple payments, use for any AI model. Miners compete to serve inference at the best price. “What our miners do is they provide the tokens at the cost that they decide, but they’re competing against other miners…” mogmachine (ττ)... show more

Openτensor Foundaτion

170,943 subscribers

14,132 Aufrufe • vor 5 Monaten •via X (Twitter)

Anya Rossi• Live Now

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12 Kommentare

Profilbild von Cats

Catsvor 5 Monaten

@DocumentingTao @say_gm_ Hell yeah. Stacked team behind. My expectations are pretty high for 28.

Profilbild von amiropensourcefan τ

amiropensourcefan τvor 5 Monaten

@FacetSir @say_gm_ #21 is good spot😎

Profilbild von Ugo Chiya τ_τ Al

Ugo Chiya τ_τ Alvor 5 Monaten

@say_gm_ OpenRouter for Bittensor. Competition drives efficiency, and #SN28 is bringing it on-chain.

Profilbild von Arrash

Arrashvor 5 Monaten

@say_gm_ Huge W!!

Profilbild von Levi

Levivor 5 Monaten

@say_gm_ so basically bittensor getting its own openrouter huh this about to get spicy

Profilbild von Alex

Alexvor 5 Monaten

@say_gm_ Bittensor is getting its decentralized path on the highest level bittensor:native 💎

Profilbild von Stakao

Stakaovor 5 Monaten

#Bittensor keeps generalizing the subnet design pattern. First AI inference, then compute, coding, search now confidential routing. 128 subnets and the mechanism keeps finding new markets. SN28 bringing the OpenRouter model on-chain is the right move for permissionless model access.

Profilbild von xTAO - a Bittensor company

xTAO - a Bittensor companyvor 5 Monaten

@say_gm_ Say gm to confidential AI. Now on Bittensor.

Profilbild von Infos Cryptos

Infos Cryptosvor 5 Monaten

@say_gm_ here is his new liquid extractor

Profilbild von Angry Davee

Angry Daveevor 5 Monaten

@say_gm_ Mog just keeps building

Profilbild von Melitho Ventures

Melitho Venturesvor 5 Monaten

@say_gm_ Great work @opentensor! TEE-based routing for frontier models is a major step for decentralized AI inference.

Profilbild von Matrix Exitsine

Matrix Exitsinevor 5 Monaten

@say_gm_ so it's not JUST a meme after all ;) okay I'll bite

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Jason’s on Bittensor (TAO): Bittensor is a marketplace for AI services. People compete to provide a service… Things like compute and models. The incentive structure is brutally deflationary: better quality + lower price wins. If buyers don’t pay enough, miners leave. If the work is priced right, the best talent shows up. @jason #Bittensor #TAO #Crypto #AI #DePIN

Jason’s on Bittensor (TAO): Bittensor is a marketplace for AI services. People compete to provide a service… Things like compute and models. The incentive structure is brutally deflationary: better quality + lower price wins. If buyers don’t pay enough, miners leave. If the work is priced right, the best talent shows up. @jason #Bittensor #TAO #Crypto #AI #DePIN

This Week in Startups

25,389 Aufrufe • vor 7 Monaten

“The only team productizing Constitutional AI outside of Anthropic is us” On the latest Novelty Search, Trishool | SN23 shared that SN23 is training a 0.8B guard model close to SOTA, at one-tenth the size of Qwen’s leading guard model. They also break down how competitive jailbreaks from Bittensor miners help harden their Constitutional AI guard models. Hosted by const Full episode in the first comment

“The only team productizing Constitutional AI outside of Anthropic is us” On the latest Novelty Search, Trishool | SN23 shared that SN23 is training a 0.8B guard model close to SOTA, at one-tenth the size of Qwen’s leading guard model. They also break down how competitive jailbreaks from Bittensor miners help harden their Constitutional AI guard models. Hosted by const Full episode in the first comment

Openτensor Foundaτion

21,412 Aufrufe • vor 4 Monaten

Here is const's full keynote at Exploit Summit It is worth the 36 minutes, but I'll give you the cliff notes. > Affine 1, a model trained by anonymous miners entirely on Bittensor, matches the intelligence score of Anthropic's Opus 4.1. > 23 of 128 subnets now have paying customers > Gamma tokens are coming to turn subnet usage credits into something agents can buy from any chain. > "We're not afraid of hyper-intelligent bot swarms on the internet. We use them to optimize our technology."

Here is const's full keynote at Exploit Summit It is worth the 36 minutes, but I'll give you the cliff notes. > Affine 1, a model trained by anonymous miners entirely on Bittensor, matches the intelligence score of Anthropic's Opus 4.1. > 23 of 128 subnets now have paying customers > Gamma tokens are coming to turn subnet usage credits into something agents can buy from any chain. > "We're not afraid of hyper-intelligent bot swarms on the internet. We use them to optimize our technology."

Boomer

139,347 Aufrufe • vor 1 Monat

No one else can do this. While every other CV platform is still selling another fine-tuning dashboard We’re about to let anyone order actual frontier lab work in a few clicks. The kind only Bittensor miners can deliver. Model Foundry is coming to Score Studio. Zero compute? Zero data? Zero ML team? Doesn’t matter. You describe the hard vision problem, our miners build the production model, you pay inside the Studio. That spend goes straight into SN44 buyback + burn. Money never leaves the subnet. No gatekeepers. No bottlenecks. Just open frontier vision for everyone. Check out the Model Foundry flow 👇

No one else can do this. While every other CV platform is still selling another fine-tuning dashboard We’re about to let anyone order actual frontier lab work in a few clicks. The kind only Bittensor miners can deliver. Model Foundry is coming to Score Studio. Zero compute? Zero data? Zero ML team? Doesn’t matter. You describe the hard vision problem, our miners build the production model, you pay inside the Studio. That spend goes straight into SN44 buyback + burn. Money never leaves the subnet. No gatekeepers. No bottlenecks. Just open frontier vision for everyone. Check out the Model Foundry flow 👇

Score

24,564 Aufrufe • vor 2 Monaten

Fidelity ran the math on miner incentives. For miners to stay incentivized, $BTC needs to be around $370,000 between 2028 and 2032. That is not a price prediction. That is what the economics of the network require. The security of $BTC depends on miners being profitable. Miners being profitable depends on the price. The price has to go there for the network to function. That is not hopium. That is math. Sam Callahan

Fidelity ran the math on miner incentives. For miners to stay incentivized, $BTC needs to be around $370,000 between 2028 and 2032. That is not a price prediction. That is what the economics of the network require. The security of $BTC depends on miners being profitable. Miners being profitable depends on the price. The price has to go there for the network to function. That is not hopium. That is math. Sam Callahan

True North Clips

88,009 Aufrufe • vor 3 Monaten

Jacob Steeves' full presentation from Exploit Summit. const lays out his plans for Bittensor: Gamma tokens, subnet-to-subnet payments and bringing customers in from other chains. Watch the complete talk below.

Jacob Steeves' full presentation from Exploit Summit. const lays out his plans for Bittensor: Gamma tokens, subnet-to-subnet payments and bringing customers in from other chains. Watch the complete talk below.

Exploit Summit

28,087 Aufrufe • vor 1 Monat

After 15 years building biometric systems, Yanez.ai’s founder now has Bittensor miners trying to break them. On the latest Novelty Search, SN54 team explained how miners attack Yanez’s liveness and deepfake-detection systems with synthetic faces and screen replays, exposing weaknesses the team can fix and test again. The bigger goal is to prove that a user is real and unique without their biometric data ever leaving the device. Yanez says two clients are already fully integrated, with use cases ranging from Sybil-resistant Web3 participation to verifiable human authorization for payments. Hosted by const Full episode in the first comment

After 15 years building biometric systems, Yanez.ai’s founder now has Bittensor miners trying to break them. On the latest Novelty Search, SN54 team explained how miners attack Yanez’s liveness and deepfake-detection systems with synthetic faces and screen replays, exposing weaknesses the team can fix and test again. The bigger goal is to prove that a user is real and unique without their biometric data ever leaving the device. Yanez says two clients are already fully integrated, with use cases ranging from Sybil-resistant Web3 participation to verifiable human authorization for payments. Hosted by const Full episode in the first comment

Openτensor Foundaτion

26,426 Aufrufe • vor 4 Monaten

Most people tracking $TAO are watching the price chart. The ones who are actually ahead are watching the subnets. Here is why subnet growth is the real TAO price driver, and why almost nobody is talking about it correctly. $TAO does not work like most tokens. The price is not driven by speculation alone. It is driven by real network usage tied to AI computing output. Miners, validators, and developers earn TAO based on performance. The more useful the AI output, the more the network rewards it. Subnets are where that output gets produced. Each subnet is a specialised AI marketplace running inside the Bittensor network. One subnet handles language processing. Another handles predictive modelling. Another handles data indexing. Each one is a separate competitive market where AI models compete to produce the best output and earn TAO rewards for doing so. Here is what that means for price: Every new subnet that launches creates a new source of TAO demand. Developers who want to participate need TAO. Users who want access need TAO. Validators who want to secure the subnet need TAO. The token is not optional infrastructure. It is the entry ticket and the reward mechanism for every subnet that runs on the network. Right now, the subnet ecosystem is approaching $1.5 billion in cumulative value. Nearly 70 percent of TAO supply is already staked. Post-halving emissions sit at 3,600 TAO per day, down from 7,200. Supply tightening. Subnet demand is growing. Institutional custody is now live through BitGo and Yuma. Forecasts suggest the subnet ecosystem matures between 2026 and 2028, transitioning from infrastructure development into enterprise adoption. That transition is when decentralised AI stops being a thesis and starts being a cost efficiency argument that businesses make against centralised AI providers. When that argument lands at scale, every subnet on Bittensor becomes a revenue-generating node. Every new enterprise use case becomes a new source of TAO demand. The analysts watching the price chart are looking at the output of this system. The analysts watching subnet growth are looking at the input. Grayscale filed the ETF. BitGo opened the institutional door. The subnets are doing the actual work. Watch the subnets. Who else is tracking this layer?

Most people tracking $TAO are watching the price chart. The ones who are actually ahead are watching the subnets. Here is why subnet growth is the real TAO price driver, and why almost nobody is talking about it correctly. $TAO does not work like most tokens. The price is not driven by speculation alone. It is driven by real network usage tied to AI computing output. Miners, validators, and developers earn TAO based on performance. The more useful the AI output, the more the network rewards it. Subnets are where that output gets produced. Each subnet is a specialised AI marketplace running inside the Bittensor network. One subnet handles language processing. Another handles predictive modelling. Another handles data indexing. Each one is a separate competitive market where AI models compete to produce the best output and earn TAO rewards for doing so. Here is what that means for price: Every new subnet that launches creates a new source of TAO demand. Developers who want to participate need TAO. Users who want access need TAO. Validators who want to secure the subnet need TAO. The token is not optional infrastructure. It is the entry ticket and the reward mechanism for every subnet that runs on the network. Right now, the subnet ecosystem is approaching $1.5 billion in cumulative value. Nearly 70 percent of TAO supply is already staked. Post-halving emissions sit at 3,600 TAO per day, down from 7,200. Supply tightening. Subnet demand is growing. Institutional custody is now live through BitGo and Yuma. Forecasts suggest the subnet ecosystem matures between 2026 and 2028, transitioning from infrastructure development into enterprise adoption. That transition is when decentralised AI stops being a thesis and starts being a cost efficiency argument that businesses make against centralised AI providers. When that argument lands at scale, every subnet on Bittensor becomes a revenue-generating node. Every new enterprise use case becomes a new source of TAO demand. The analysts watching the price chart are looking at the output of this system. The analysts watching subnet growth are looking at the input. Grayscale filed the ETF. BitGo opened the institutional door. The subnets are doing the actual work. Watch the subnets. Who else is tracking this layer?

2xnmore

11,997 Aufrufe • vor 6 Monaten

Unbiased AI -- at Scale Truly Open, inference at scale, running on Subnet 4. Powered by the Bittensor ecosystem. Full episode on Youtube and Spotify:

Unbiased AI -- at Scale Truly Open, inference at scale, running on Subnet 4. Powered by the Bittensor ecosystem. Full episode on Youtube and Spotify:

Openτensor Foundaτion

45,675 Aufrufe • vor 2 Jahren

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Architex is coming on Bittensor this month. Our mining layer will be active on multiple subnets simulatenously. Architex maximizes $TAO rewards by prioritizing lucrative subnets through the analysis of mining activities. This video shows our miners on Subnet 2 : Machine Translation. (blurred for security reasons)

Architex

116,226 Aufrufe • vor 2 Jahren

X402 is changing how payments work on the internet. ⚡ Simple, fast and programmable payments built for AI agents, apps and the next generation of digital commerce. X Pay is building the payment layer for the AI economy. #XPay #X402 #AIPayments #Crypto #Web3

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X Pay - X402 Facilitator

18,089 Aufrufe • vor 2 Monaten

The Bittensor network has grown from a few dozen miners to mid single digit thousands of miners .. in ~ 3 years from zero. At this growth rate, we will have millions of miners on the network across dozens of huge subnets … collectively worth hundreds of trillions. So proud of Learn Bittensor and Maciej Kula of Laτenτ Holdings 🌏 🌍 🌎

The Bittensor network has grown from a few dozen miners to mid single digit thousands of miners .. in ~ 3 years from zero. At this growth rate, we will have millions of miners on the network across dozens of huge subnets … collectively worth hundreds of trillions. So proud of Learn Bittensor and Maciej Kula of Laτenτ Holdings 🌏 🌍 🌎

JJ

101,462 Aufrufe • vor 11 Monaten

.Karia Samaroo (τ), Founder & CEO, xTAO - a Bittensor company (TSXV:XTAO.U), and his team, joined us to open the market to celebrate the Company's new listing on TSX Venture Exchange. xTAO is a technology company headquartered in the Cayman Islands and is focused on building infrastructure for the Bittensor ecosystem. xTAO is committed to advancing Bittensor and decentralized AI through building infrastructure and making strategic investments. Bittensor is a decentralized machine learning protocol that transforms machine intelligence into a tradable commodity by using its native token (TAO) for various purposes within the network. At its core, Bittensor is a platform built around incentives. Users contribute intelligence by helping AI systems improve and then earn TAO tokens based on the usefulness of the data or computational resources contributed to the network.

.Karia Samaroo (τ), Founder & CEO, xTAO - a Bittensor company (TSXV:XTAO.U), and his team, joined us to open the market to celebrate the Company's new listing on TSX Venture Exchange. xTAO is a technology company headquartered in the Cayman Islands and is focused on building infrastructure for the Bittensor ecosystem. xTAO is committed to advancing Bittensor and decentralized AI through building infrastructure and making strategic investments. Bittensor is a decentralized machine learning protocol that transforms machine intelligence into a tradable commodity by using its native token (TAO) for various purposes within the network. At its core, Bittensor is a platform built around incentives. Users contribute intelligence by helping AI systems improve and then earn TAO tokens based on the usefulness of the data or computational resources contributed to the network.

Canada's Markets

46,784 Aufrufe • vor 1 Jahr

Hippius offers storage at a lower price per terabyte than Google Drive, iCloud, and Dropbox. On the latest Novelty Search, Hippius breaks down how SN75 turns Bittensor miners into S3-compatible cloud storage, with no egress fees for moving large models and datasets. Its Arion storage layer shards data across miners and self-heals, allowing the network to keep operating even if up to two-thirds of its machines go offline. Hosted by const Full episode in the first comment.

Hippius offers storage at a lower price per terabyte than Google Drive, iCloud, and Dropbox. On the latest Novelty Search, Hippius breaks down how SN75 turns Bittensor miners into S3-compatible cloud storage, with no egress fees for moving large models and datasets. Its Arion storage layer shards data across miners and self-heals, allowing the network to keep operating even if up to two-thirds of its machines go offline. Hosted by const Full episode in the first comment.

Openτensor Foundaτion

24,091 Aufrufe • vor 2 Monaten

"The most important thing about the intelligence layer is the model.” But what happens when developers can choose from hundreds of them? Vincent Weisser of Prime Intellect joined us for New Defaults to talk open models, model choice, routing, economics, and what happens as intelligence becomes increasingly open and competitive.

"The most important thing about the intelligence layer is the model.” But what happens when developers can choose from hundreds of them? Vincent Weisser of Prime Intellect joined us for New Defaults to talk open models, model choice, routing, economics, and what happens as intelligence becomes increasingly open and competitive.

OpenRouter

17,178 Aufrufe • vor 1 Monat

🔴 This is REALLY important to understand Why is MyShell.AI building a subnet on Bittensor? EllioTrades and Ran Neuner have been talking this up recently. They see the impressive list of backers. What is curious, Ellio says, is that they haven't yet released a token. But what if they didn't need to? They've raised capital from some of the brightest minds and biggest funds in the space: Balaji, Sandeep | POL Shiller, Delphi Ventures, etc. Now they can focus on what they do best: create the 1st decentralized AI consumer layer... and plug it directly into Bittensor. MyShell knows that TTS (text-to-speech) is an emerging AI technology that will play a vital role in many different practical applications, such as converting content into podcasts and audiobooks, translations, customer service, etc. They have a team led by Zengyi Qin with talent from MIT, Oxford, and Princeton. They have already created two open-source models: OpenVoice and Melo TTS. In other words, they are established, have capital, and have a strong team. And they are joining forces with Openτensor Foundaτion behind the scenes. Their subnet will make Bittensor's incentive mechanism available to their existing community of 1 million users and 50k creators. Think about how this synergy works. MyShell is sharing their existing model and consumer base with Bittensor, giving it a broader scope. In return, Bittensor is enabling the evolution of ML models and a vastly improved user experience for millions of people. $TAO will be seamlessly powering the collaboration from behind the scenes. In MyShell.AI's words: Looking ahead, our mission as an AI consumer layer harmonizes with the decentralized incentive system of Bittensor. Our goal is to create a collaborative environment where everyone can contribute, benefit, and engage with open-source models, ultimately empowering millions.

🔴 This is REALLY important to understand Why is MyShell.AI building a subnet on Bittensor? EllioTrades and Ran Neuner have been talking this up recently. They see the impressive list of backers. What is curious, Ellio says, is that they haven't yet released a token. But what if they didn't need to? They've raised capital from some of the brightest minds and biggest funds in the space: Balaji, Sandeep | POL Shiller, Delphi Ventures, etc. Now they can focus on what they do best: create the 1st decentralized AI consumer layer... and plug it directly into Bittensor. MyShell knows that TTS (text-to-speech) is an emerging AI technology that will play a vital role in many different practical applications, such as converting content into podcasts and audiobooks, translations, customer service, etc. They have a team led by Zengyi Qin with talent from MIT, Oxford, and Princeton. They have already created two open-source models: OpenVoice and Melo TTS. In other words, they are established, have capital, and have a strong team. And they are joining forces with Openτensor Foundaτion behind the scenes. Their subnet will make Bittensor's incentive mechanism available to their existing community of 1 million users and 50k creators. Think about how this synergy works. MyShell is sharing their existing model and consumer base with Bittensor, giving it a broader scope. In return, Bittensor is enabling the evolution of ML models and a vastly improved user experience for millions of people. $TAO will be seamlessly powering the collaboration from behind the scenes. In MyShell.AI's words: Looking ahead, our mission as an AI consumer layer harmonizes with the decentralized incentive system of Bittensor. Our goal is to create a collaborative environment where everyone can contribute, benefit, and engage with open-source models, ultimately empowering millions.

Sri

20,433 Aufrufe • vor 2 Jahren

Recently been focused on single layer autorouting. Despite what Big Routing wants you to think, single layer routing is harder than multi-layer routing. The solution space is smaller and the topology is critical

Recently been focused on single layer autorouting. Despite what Big Routing wants you to think, single layer routing is harder than multi-layer routing. The solution space is smaller and the topology is critical

Seve

45,842 Aufrufe • vor 10 Monaten

This is WAY bigger than people realize. Bittensor just got plugged into Base through Chainlink CCIP. That means subnet tokens now have a path into one of the biggest onchain ecosystems in crypto, with Aerodrome liquidity and Coinbase distribution sitting right there. For years the biggest problem with subnets was access. Now that wall is starting to come down. 128+ AI startups. One ecosystem. Millions of new potential users. Bittensor is leaving the Bittensor bubble. 🔵

This is WAY bigger than people realize. Bittensor just got plugged into Base through Chainlink CCIP. That means subnet tokens now have a path into one of the biggest onchain ecosystems in crypto, with Aerodrome liquidity and Coinbase distribution sitting right there. For years the biggest problem with subnets was access. Now that wall is starting to come down. 128+ AI startups. One ecosystem. Millions of new potential users. Bittensor is leaving the Bittensor bubble. 🔵

Shizzy

11,513 Aufrufe • vor 2 Monaten

OG Barry Silbert believes #Bittensor has the potential to be bigger than #Bitcoin ⚫️ "When I think about ways that #Bitcoin could be improved upon.. I believe, is to utilize the incentive being paid to #Bitcoin miners to incent an activity beyond just securing the network" "So with #Bittensor, potentially, given that it is identical to #Bitcoin and that it was a fair launch, there was no VC funding or foundation or pre-mine, there was no airdrops, it's capped at 21 million, you have halvings.. it's just like #Bitcoin" "But the difference, and I think kind of the benefit, is the incentive used by #Bitcoin miners is instead being redirected to build out #Bittensor and to incent people to engage" "And from that perspective, there's no reason to believe that #Bittensor could not be as big or even bigger than #Bitcoin" Full #Bittensor documentary dropping October 29, 2025 👇 $TAO

OG Barry Silbert believes #Bittensor has the potential to be bigger than #Bitcoin ⚫️ "When I think about ways that #Bitcoin could be improved upon.. I believe, is to utilize the incentive being paid to #Bitcoin miners to incent an activity beyond just securing the network" "So with #Bittensor, potentially, given that it is identical to #Bitcoin and that it was a fair launch, there was no VC funding or foundation or pre-mine, there was no airdrops, it's capped at 21 million, you have halvings.. it's just like #Bitcoin" "But the difference, and I think kind of the benefit, is the incentive used by #Bitcoin miners is instead being redirected to build out #Bittensor and to incent people to engage" "And from that perspective, there's no reason to believe that #Bittensor could not be as big or even bigger than #Bitcoin" Full #Bittensor documentary dropping October 29, 2025 👇 $TAO

𝗗𝗥𝗘𝗔𝗗 𝗕𝗢𝗡𝗚𝗢

24,786 Aufrufe • vor 1 Jahr