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this will be our first $TAO sub-subnet 44 a neural-architecture competition to measure how position and movement patterns drive specific outcomes (here: a goal) built to supercharge our TurboVision model with action-prompting abilities, using probabilities inferred from miners’ outputs

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26,989 views • 11 months ago •via X (Twitter)

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we live in a $TAO simulation in a few months we went from a whitepaper, a concept, a dream (kinda) to now generating 3d simulations based on our own neural network (that we’re training using Celium btw) this is what Score - Subnet 44 is about: > collecting visual data > creating visual models > generating a ‘real time’ positional value function aren’t you entertained? I love this game!
0:54

we live in a $TAO simulation in a few months we went from a whitepaper, a concept, a dream (kinda) to now generating 3d simulations based on our own neural network (that we’re training using Celium btw) this is what Score - Subnet 44 is about: > collecting visual data > creating visual models > generating a ‘real time’ positional value function aren’t you entertained? I love this game!

Max

19,378 views • 1 year ago

🌀 Understanding Subnet Pools in Dynamic TAO Each subnet will have its own pool managing TAO and the subnet's token, creating a dynamic market-driven ecosystem, but how will those pools work? When you stake TAO to a subnet, you receive the subnet's tokens in return. The exchange rate is determined by the ratio between TAO and subnet tokens in the pool. The key mechanics are: - Pools start at a 1:64 ratio (TAO:subnet token) - More TAO staked = higher TAO emissions - Staking into subnet will increase the price - Unstaking from a subnet decreases the price - Low liquidity in the pools causes slippage! Understanding slippage is crucial: - Relatively large stakes/unstakes can significantly impact the price. The bigger the pool, the lower the slippage Root staking (subnet 0) works differently: - No token conversion, no slippage - your TAO stays TAO Learn more below, and try our slippage calculator to experiment with different pool scenarios:
0:25

🌀 Understanding Subnet Pools in Dynamic TAO Each subnet will have its own pool managing TAO and the subnet's token, creating a dynamic market-driven ecosystem, but how will those pools work? When you stake TAO to a subnet, you receive the subnet's tokens in return. The exchange rate is determined by the ratio between TAO and subnet tokens in the pool. The key mechanics are: - Pools start at a 1:64 ratio (TAO:subnet token) - More TAO staked = higher TAO emissions - Staking into subnet will increase the price - Unstaking from a subnet decreases the price - Low liquidity in the pools causes slippage! Understanding slippage is crucial: - Relatively large stakes/unstakes can significantly impact the price. The bigger the pool, the lower the slippage Root staking (subnet 0) works differently: - No token conversion, no slippage - your TAO stays TAO Learn more below, and try our slippage calculator to experiment with different pool scenarios:

Learn Bittensor

20,092 views • 1 year ago

Annamalai - “The goal is to achieve 50 lakh membership and turn the movement into a political party. Members have joined with the belief that the movement would bring in a big change. Between 40 and 50 years of age, Tamil people, who have achieved a lot across the globe including in US and London do not know how to enter politics here. Our aim in the coming months is that this membership drive will keep going. As we move forward, our objective is to transform our organisation into a people's movement to talk about the various issues in the state."
4:37

Annamalai - “The goal is to achieve 50 lakh membership and turn the movement into a political party. Members have joined with the belief that the movement would bring in a big change. Between 40 and 50 years of age, Tamil people, who have achieved a lot across the globe including in US and London do not know how to enter politics here. Our aim in the coming months is that this membership drive will keep going. As we move forward, our objective is to transform our organisation into a people's movement to talk about the various issues in the state."

News Arena India

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They are not here to assimilate, they are here to dominate, Islam is not a religious sect it is a political movement and this movement is not compatible with our way of life and our chosen form of governance. Islam and the Muslim brotherhood must be banned from this country if we are to survive as in nation.
2:49

They are not here to assimilate, they are here to dominate, Islam is not a religious sect it is a political movement and this movement is not compatible with our way of life and our chosen form of governance. Islam and the Muslim brotherhood must be banned from this country if we are to survive as in nation.

𝓜𝓐𝓖𝓐 𝕏 𝓣𝓘𝓜𝓔𝓢 𝓓𝓐𝓘𝓛𝓨 𝓝𝓔𝓦𝓢🇺🇸

91,842 views • 1 year ago

Announcing Magic Patterns 2.0 and our $6M Series A led by Standard Capital Since our first launch in 2023, we’ve grown profitably, hit $1M ARR with no employees, and quietly built an AI design tool loved by PMs, designers, and website builders. 1,500+ product teams use us to go from idea to production every day, prompting features to life with their existing styles. Free to try with a new brand look.
1:59

Announcing Magic Patterns 2.0 and our $6M Series A led by Standard Capital Since our first launch in 2023, we’ve grown profitably, hit $1M ARR with no employees, and quietly built an AI design tool loved by PMs, designers, and website builders. 1,500+ product teams use us to go from idea to production every day, prompting features to life with their existing styles. Free to try with a new brand look.

Alex Danilowicz

266,846 views • 9 months ago

Dear friends, I’m very excited to announce our next ambitious exhibition opening in Guggenheim Bilbao on the 7th of March! We are transforming my hero — Frank Gehry’s iconic architecture with 50 channel projectors into “Living Architecture.” With respect and homage to his body of work, our Large Architecture Model, trained on 35 million images of the world's architecture, will be dreaming of the future of architecture, urban, and future cities during the 6 months of our show in real-time using light and data as a pigment. I do believe Architecture is beyond concrete, steel and glass, and I’m deeply honored to share our work in an incredible museum and grateful to the Guggenheim Bilbao team for making our dream a reality!
0:59

Dear friends, I’m very excited to announce our next ambitious exhibition opening in Guggenheim Bilbao on the 7th of March! We are transforming my hero — Frank Gehry’s iconic architecture with 50 channel projectors into “Living Architecture.” With respect and homage to his body of work, our Large Architecture Model, trained on 35 million images of the world's architecture, will be dreaming of the future of architecture, urban, and future cities during the 6 months of our show in real-time using light and data as a pigment. I do believe Architecture is beyond concrete, steel and glass, and I’m deeply honored to share our work in an incredible museum and grateful to the Guggenheim Bilbao team for making our dream a reality!

Refik Anadol

15,562 views • 1 year ago

THIS IS HISTORIC: "The city of Tartous has been liberated, we are here with our people from all sects, Christians, Alawites, Sunnis, Druze and Ismailis, the Syrian people are 1, to our people in Tartous, work with us to build our country, we will present a model to be proud of".
1:54

THIS IS HISTORIC: "The city of Tartous has been liberated, we are here with our people from all sects, Christians, Alawites, Sunnis, Druze and Ismailis, the Syrian people are 1, to our people in Tartous, work with us to build our country, we will present a model to be proud of".

Rami Jarrah

583,331 views • 1 year ago

My message to Canadian families tonight: We will be there for you. And we will unite as Canadians to protect our affected sectors. Now is the time to take back control and relaunch our economy so that we can confront President Trump's unjustified threats and tariffs from a position of strength. We will do this for our people, for our land, for our home, for Canada first for a change.
3:40

My message to Canadian families tonight: We will be there for you. And we will unite as Canadians to protect our affected sectors. Now is the time to take back control and relaunch our economy so that we can confront President Trump's unjustified threats and tariffs from a position of strength. We will do this for our people, for our land, for our home, for Canada first for a change.

Pierre Poilievre

558,161 views • 1 year ago

New Short Course: Getting Structured LLM Output! Learn how to get structured outputs from your LLM applications in this course, built in partnership with .txt, and taught by Will Kurt, a Founding Engineer, and , Developer Relations Engineer. It's challenging for software to automatically parse through an LLM's freeform text outputs. Structured outputs—like JSON—solve this by converting natural language into consistent, clear, data that a machine can read and process. This course teaches you how to generate structured outputs while building several use cases, including a social media analysis agent. You’ll learn about structured outputs and efficient ways to generate outputs in your defined schema or format. You’ll begin by using structured output APIs, then use re-prompting libraries like “instructor” to generate structured output. Finally, you’ll learn how constrained decoding works; this is a very clever technique in which constraints are applied on each subsequent token generated, blocking any tokens that don’t fit your defined schema. In detail, you’ll: - Learn why structured outputs are important, how they allow for scalable software development, and the different approaches to generate them, including vendor-provided APIs, re-prompting libraries, and structured generation. - Build a simple social media agent using OpenAI’s structured output API, learn how to define a model's desired structured output using Pydantic, and perform basic programming with your outputs, such as importing structured data into a data frame using pandas. - Learn how to use the open-source library "instructor," which checks the structured output of the model and re-prompts the model until it validates the desired output, and explore the limitations of this approach. - Understand how structured generation by the “outlines” library works by modifying LLM logits, on a per-generated-token basis based on the desired format, to give a particular output structure. - Learn how regular expressions, which outlines works with, are represented as finite-state machines, and how they can be used to develop a range of structured outputs beyond JSON. By the end of this course, you’ll have broadened your knowledge of the approaches you can use to get structured outputs from your LLM applications. Please sign up here:
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New Short Course: Getting Structured LLM Output! Learn how to get structured outputs from your LLM applications in this course, built in partnership with .txt, and taught by Will Kurt, a Founding Engineer, and , Developer Relations Engineer. It's challenging for software to automatically parse through an LLM's freeform text outputs. Structured outputs—like JSON—solve this by converting natural language into consistent, clear, data that a machine can read and process. This course teaches you how to generate structured outputs while building several use cases, including a social media analysis agent. You’ll learn about structured outputs and efficient ways to generate outputs in your defined schema or format. You’ll begin by using structured output APIs, then use re-prompting libraries like “instructor” to generate structured output. Finally, you’ll learn how constrained decoding works; this is a very clever technique in which constraints are applied on each subsequent token generated, blocking any tokens that don’t fit your defined schema. In detail, you’ll: - Learn why structured outputs are important, how they allow for scalable software development, and the different approaches to generate them, including vendor-provided APIs, re-prompting libraries, and structured generation. - Build a simple social media agent using OpenAI’s structured output API, learn how to define a model's desired structured output using Pydantic, and perform basic programming with your outputs, such as importing structured data into a data frame using pandas. - Learn how to use the open-source library "instructor," which checks the structured output of the model and re-prompts the model until it validates the desired output, and explore the limitations of this approach. - Understand how structured generation by the “outlines” library works by modifying LLM logits, on a per-generated-token basis based on the desired format, to give a particular output structure. - Learn how regular expressions, which outlines works with, are represented as finite-state machines, and how they can be used to develop a range of structured outputs beyond JSON. By the end of this course, you’ll have broadened your knowledge of the approaches you can use to get structured outputs from your LLM applications. Please sign up here:

Andrew Ng

89,792 views • 1 year ago

We're thrilled to announce the launch of our Smart Allocator, a powerful new tool designed specifically to simplify staking TAO in the Bittensor ecosystem. Check it out here: With Smart Allocator, all the TAO you earn from staking to root will be automatically staked into the top 20 subnets ranked by price. We believe this is a powerful solution for passive TAO holders wanting some exposure to higher network yields while managing subnet volatility risk. We created a simulator on our website to help you better understand how the Smart Allocator works. Why did we build this? Crucible Labs was founded to make Bittensor more accessible and useful. We believe simple, consumer-friendly staking products will encourage participation, ensuring the most promising subnets receive the strongest support from the network. Ready to simplify staking your TAO? Get started with Smart Allocator today and experience a smarter, easier and more powerful way to engage with the future of decentralized AI. We have created a user guide to help walk you through how to set up, stake, and make the most of Crucible's powerful features, including Smart Allocation with Core Alpha and direct subnet control. Get Crucible Wallet here: Ala and David
0:32

We're thrilled to announce the launch of our Smart Allocator, a powerful new tool designed specifically to simplify staking TAO in the Bittensor ecosystem. Check it out here: With Smart Allocator, all the TAO you earn from staking to root will be automatically staked into the top 20 subnets ranked by price. We believe this is a powerful solution for passive TAO holders wanting some exposure to higher network yields while managing subnet volatility risk. We created a simulator on our website to help you better understand how the Smart Allocator works. Why did we build this? Crucible Labs was founded to make Bittensor more accessible and useful. We believe simple, consumer-friendly staking products will encourage participation, ensuring the most promising subnets receive the strongest support from the network. Ready to simplify staking your TAO? Get started with Smart Allocator today and experience a smarter, easier and more powerful way to engage with the future of decentralized AI. We have created a user guide to help walk you through how to set up, stake, and make the most of Crucible's powerful features, including Smart Allocation with Core Alpha and direct subnet control. Get Crucible Wallet here: Ala and David

Crucible Labs

74,357 views • 1 year ago

Introducing Continuous Thought Machines New Blog: Modern AI is powerful, but it’s still distinct from human-like flexible intelligence. We believe neural timing is key. Our Continuous Thought Machine is built from the ground up to use neural dynamics as a powerful representation for intelligence. Thought takes time, and reasoning is a process. Biological brains inspire us with their complex neural activity, where neural timing is critical to intelligence. We’re exploring how to bring that power to AI. The Continuous Thought Machine (CTM) incorporates neuron-level temporal processing and neural synchronization, moving beyond current AI limitations. Our approach has two core innovations: (1) neuron-level temporal processing, where each neuron uses unique parameters to process a history of incoming signals for fine-grained temporal dynamics, and (2) neural synchronization, used as a direct latent representation to modulate data and produce outputs, encoding information directly in the timing of neural activity. Learn more about our approach: Interactive Report: Full Paper: GitHub :
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Introducing Continuous Thought Machines New Blog: Modern AI is powerful, but it’s still distinct from human-like flexible intelligence. We believe neural timing is key. Our Continuous Thought Machine is built from the ground up to use neural dynamics as a powerful representation for intelligence. Thought takes time, and reasoning is a process. Biological brains inspire us with their complex neural activity, where neural timing is critical to intelligence. We’re exploring how to bring that power to AI. The Continuous Thought Machine (CTM) incorporates neuron-level temporal processing and neural synchronization, moving beyond current AI limitations. Our approach has two core innovations: (1) neuron-level temporal processing, where each neuron uses unique parameters to process a history of incoming signals for fine-grained temporal dynamics, and (2) neural synchronization, used as a direct latent representation to modulate data and produce outputs, encoding information directly in the timing of neural activity. Learn more about our approach: Interactive Report: Full Paper: GitHub :

Sakana AI

289,929 views • 1 year ago

Journalist: Myanmar's President will be visiting India. This is his first foreign visit and he is coming to India and not China MEA: Myanmar is a neighbour and this visit will built our multifaceted relationship and our historic and civilisational ties
0:48

Journalist: Myanmar's President will be visiting India. This is his first foreign visit and he is coming to India and not China MEA: Myanmar is a neighbour and this visit will built our multifaceted relationship and our historic and civilisational ties

Shashank Mattoo

21,109 views • 2 months ago

I built an open source Meteora DLMM position simulator! This is a great tool for LPers to see how price action on a position will affect the impermanent loss and total value of the position. You can check it out the live demo here: Enjoy!
0:45

I built an open source Meteora DLMM position simulator! This is a great tool for LPers to see how price action on a position will affect the impermanent loss and total value of the position. You can check it out the live demo here: Enjoy!

GeekLad

14,376 views • 10 months ago

This is Chizoba, a graduate of Mechatronics Engineering with a CGPA of 4.96/5, teaching our young engineers. When a First Class graduate teaches, they become both a role model and a teacher. In the new Nigeria, only First Class graduates and those with and will be allowed to teach our children. She is super brilliant and impressive.
0:23

This is Chizoba, a graduate of Mechatronics Engineering with a CGPA of 4.96/5, teaching our young engineers. When a First Class graduate teaches, they become both a role model and a teacher. In the new Nigeria, only First Class graduates and those with and will be allowed to teach our children. She is super brilliant and impressive.

Alex Onyia

106,767 views • 2 days ago

This has got to be one of the most beautiful home miners ever made! A special edition 1/1 Bitforge Nano with a metal custom case by TheSoloMiningCo (I Am GPIO) - Some lucky person is going to win this soon as we will give it away in a competition for our partnership with AtlasPool.io - More news soon WantClue kliA Open Source Miners United skot
0:28

This has got to be one of the most beautiful home miners ever made! A special edition 1/1 Bitforge Nano with a metal custom case by TheSoloMiningCo (I Am GPIO) - Some lucky person is going to win this soon as we will give it away in a competition for our partnership with AtlasPool.io - More news soon WantClue kliA Open Source Miners United skot

DTV Electronics

15,191 views • 5 months ago

🚨🇫🇷🇮🇷 Macron: "Our soldiers have been struck. This is unacceptable. We have a purely defensive position supporting our allies, and it can never be justified that it would be attacked. France will continue to remain cool and keep its composure to be reliable to our partners, protect our compatriots, and defend our interests and our security and safety. Nothing will ever turn us away from these objectives." Tabz
0:53

🚨🇫🇷🇮🇷 Macron: "Our soldiers have been struck. This is unacceptable. We have a purely defensive position supporting our allies, and it can never be justified that it would be attacked. France will continue to remain cool and keep its composure to be reliable to our partners, protect our compatriots, and defend our interests and our security and safety. Nothing will ever turn us away from these objectives." Tabz

Mario Nawfal

119,431 views • 5 months ago

Enugu Air is cleared for takeoff. With approval secured from the Federal Ministry of Aviation, regional flights will be commencing from Enugu, with aircraft ready to connect our people to more opportunities. Before the end of this year, Enugu Air will begin international flights, opening our doors wider to the world. We are building a system where movement in and out of Enugu is seamless, efficient, and reliable. This is a key part of our broader vision to position Enugu as a global destination, attracting over 3 million visitors and creating new pathways for business, tourism, and growth. Our goal is clear: to make Enugu the number one state for living and investment, and to grow our economy at the scale that truly transforms lives. 𝗧𝗼𝗺𝗼𝗿𝗿𝗼𝘄 𝗶𝘀 𝗵𝗲𝗿𝗲
1:53

Enugu Air is cleared for takeoff. With approval secured from the Federal Ministry of Aviation, regional flights will be commencing from Enugu, with aircraft ready to connect our people to more opportunities. Before the end of this year, Enugu Air will begin international flights, opening our doors wider to the world. We are building a system where movement in and out of Enugu is seamless, efficient, and reliable. This is a key part of our broader vision to position Enugu as a global destination, attracting over 3 million visitors and creating new pathways for business, tourism, and growth. Our goal is clear: to make Enugu the number one state for living and investment, and to grow our economy at the scale that truly transforms lives. 𝗧𝗼𝗺𝗼𝗿𝗿𝗼𝘄 𝗶𝘀 𝗵𝗲𝗿𝗲

Peter Ndubuisi Mbah

79,681 views • 3 months ago