Product: The Bittensor Revolution

Owner: Bittensor

Registered: Oct 2, 2023

Utility: The "root of all good" - a "meta-subnet" where the top 64 Validators set the weights for each Subnet, which in turn influences the allocation of $TAO emissions designated for them. ^[1][2]

Github: https://github.com/opentensor/bittensor

[Bittensor Discord]

Resources:

Official Bittensor Developer Documentation:

[1] https://docs.bittensor.com/emissions#root-network

[2] https://docs.bittensor.com/subnet-pages/subnet-0#name

Product: Text generation

Owner: Opentensor

Registered: Oct 2, 2023

Utility: vast, as text generation can be a valuable tool for anyone needing to produce written content efficiently e.g. :

• Content creators and marketers - for crafting articles, blog posts, and ad copy.
• Businesses and entrepreneurs - for business reports and product descriptions.
• Educational institutions - for educational materials and study guides.
• Publishers and authors - for books and story outlines.
• Software developers - for app and website integration.
• Researchers - for study summaries and paper drafts.
• Legal professionals - for legal documents.
• Journalists and media outlets - for news reporting.
• The entertainment industry - for scriptwriting.
• Customer service departments - for automated responses

GitHub: https://github.com/opentensor/prompting?tab=readme-ov-file#readme

[Bittensor Discord]: Discord Channel 

Taostats: https://taostats.io/subnets/netuid-1/#metagraph

Product: Intelligent capital networks

Owner: Inference Labs

Registered: Apr 10, 2024

Utility: Omron subnet is at the forefront of creating secure and intelligent capital networks using a trustless protocol and AI analysis. Their system employs AI models to sift through data and optimize liquidity distribution for maximum yields within various EigenLayer AVS.

GitHub: https://github.com/inference-labs-inc/omron-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-2/#metagraph

Product: Text-to-Speech

Owner: MyShell

Registered: Mar 25, 2024

Utility: MyShell is advancing the field of Text-to-Speech (TTS) technology by open-sourcing two leading TTS models, OpenVoice and MeloTTS. These models are crucial for various applications, including virtual assistants and audiobooks. Committed to the future of AI, MyShell is fostering a decentralized ecosystem to encourage the development and enhancement of open-source TTS models.

GitHub: https://github.com/myshell-ai/MyShell-TTS-Subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-3/#metagraph

Product: Integrity of LLM outputs

Owner: Manifold-Inc

Registered: Oct 3, 2023

Utility: it could be a product used in fields such as data analytics, information security, or AI-based tools, where verifying the accuracy and consistency of data is crucial. It might be particularly useful in environments where decision-making relies on the integrity of data. It is also a stepping-stone for building a comprehensive and reliable multimodal web search engine.

Frontend: https://sybil.com/

GitHub: https://github.com/manifold-inc/targon/

[Bittensor Discord]: Discord Channel  

Taostats: https://taostats.io/subnets/netuid-4/#metagraph

Product: Smart Web3 Search

Owner: kaito.ai

Registered: Mar 4, 2024

Utility: OpenKaito, by Kaito AI, is a decentralized Web3 search and analytics platform. They use BitTensor's consensus to manage search relevance with AI evaluators learning from user feedback. Their upcoming product aims to provide efficient search with smart caching, making Web3 information more accessible to the public.

GitHub: https://github.com/OpenKaito/openkaito

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-5/

Product: Open Source LLM Benchmarking

Owner: NousResearch

Registered: Feb 7, 2024

Utility: Incentivizing the benchmarking of Open Source Large Language Models can lead to:

• Enhanced Engagement: Attracts more participants and encourages a broader range of contributions, leading to richer data and insights.
• Accelerated Innovation: Spurs competition and collaboration, driving rapid advancements and improvements in language model performance.
• Resource Allocation: Mobilizes additional funding and computational resources, enabling more extensive and thorough benchmarking activities.
• Quality and Diversity: Motivates high-quality submissions and brings in diverse perspectives, which can lead to more robust and equitable AI solutions.
• Commercial and Research Opportunities: Creates potential for commercialization and research funding, providing a platform for participants to showcase their work and gain recognition.

Website: https://huggingface.co/spaces/NousResearch/finetuning_subnet_leaderboard

GitHub: https://github.com/NousResearch/finetuning-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-6/

Product: Subtensor enhancement

Owner: SubVortex

Registered: Mar 24, 2024

Utility: SubVortex aims to enhance the decentralization and functionality of Bittensor by establishing an incentivized network of subtensors.

GitHub: https://github.com/eclipsevortex/SubVortex

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-7/

Product: Financial Markets Forecasting

Owner: taoshi.io

Registered: Oct 12, 2023

Utility: The use of machine intelligence for financial markets forecasting can provide several key utilities:

• Predictive Accuracy: Machine intelligence can analyze vast amounts of historical and real-time data to identify patterns and trends that may not be apparent to human analysts, potentially leading to more accurate predictions of market movements.
• Speed of Analysis: Machine learning algorithms can process and analyze data much faster than humans, enabling real-time forecasting and the ability to react quickly to market changes.
• Risk Management: By forecasting potential market scenarios and their probabilities, machine intelligence can help traders and investors manage risk more effectively, tailoring their strategies to mitigate losses and capitalize on gains.
• Automated Trading: Algorithms can be programmed to execute trades based on machine intelligence forecasts, allowing for automated trading strategies that can operate around the clock without human intervention.
• Market Efficiency: The widespread use of machine intelligence in forecasting can contribute to market efficiency by quickly incorporating new information into prices, reducing arbitrage opportunities and making markets more reflective of underlying economic realities.

GitHub: https://github.com/taoshidev/time-series-prediction-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-8/

Product: Decentralized LLM pretraining

Owner: RaoFoundation

Registered: Oct 14, 2023

Utility: Among various benefits, democratization of AI development stands out: decentralized pretraining opens the door for a diverse array of contributors to engage in the creation of LLMs. This shift promotes equitable access to AI technologies, challenging the predominance of big tech firms and granting smaller organizations the opportunity to develop and perfect sophisticated language models.

GitHub: https://github.com/RaoFoundation/pretraining

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-9/

Product: Zero-knowledge proofs

Owner: Apollo ZK

Registered: Mar 23, 2024

Utility:  Zero-Knowledge Proofs (ZKPs) are used to validate transactions, compute state changes, and create a proof for the blockchain, enhancing transaction throughput significantly. Nodes verify transactions by proof-checking rather than re-execution. This collaborative miner network focuses on pooling resources to efficiently generate ZKPs, with scalability directly tied to miner participation.

GitHub: https://github.com/apollozkp/fourier/tree/main

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-10/

Product: Audio-to-Text transcription

Owner: 'Cazure'

Registered: Jan 13, 2024

Utility: Decentralized Audio-to-text transcription provides several key utilities: 

• Accessibility: Transcription services make audio content accessible to individuals who are deaf or hard of hearing, thereby promoting inclusivity. Transcripts also allow users to engage with content in noise-sensitive environments or in situations where audio playback is not feasible.
• Searchability and Indexing: Text data is easily searchable compared to audio. Transcripts enable users to quickly locate specific information within audio recordings, which is particularly useful for long recordings such as lectures, interviews, or meetings. This also allows for better indexing and archiving of audio content, making it more discoverable.
• Content Repurposing: Transcribed text can be repurposed for various uses, such as creating subtitles for videos, generating written content from podcasts, or producing summaries and reports from recorded speeches. This extends the reach and utility of the original audio content, allowing creators and businesses to maximize the value of their audio assets.

GitHub: https://github.com/Cazure8/transcription-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-11/

Product: Compute Resources

Owner: 'Rhef'

Registered: Jan 30, 2024

Utility: Decentralized incentivized compute resources offer three main utilities:

• cost-effective scalability through the use of shared, underutilized computing power;
• enhanced security and privacy due to the distributed nature of data processing;
• increased fault tolerance and redundancy, ensuring reliable computation even in the event of node failures or attacks.

GitHub: https://github.com/backend-developers-ltd/ComputeHorde

[Bittensor Discord]: Discord Channel 

Taostats: https://taostats.io/subnets/netuid-12/

Product: Cross-Source Data Repository

Owner: 'RusticLuftig'

Registered: Dec 11, 2023

Utility: Collection and secure storage of extensive datasets from various origins, providing a unified data resource for enhanced interoperability and accessibility within a network of Subnets.

GitHub: https://github.com/RusticLuftig/data-universe

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-13/

Product: LLM Security

Owner: 'ceterum'

Registered: Dec 4, 2023

Utility: This subnet is designed to safeguard Large Language Models (LLMs) by implementing a defense-in-depth strategy. It offers a suite of detection capabilities, each powered by multiple engines or analyzers, to identify and mitigate attacks on LLMs. Developers can integrate this decentralized intelligence with their own security measures, enhancing overall protection. The engines generate a confidence score to evaluate the likelihood of an input being an attack, leveraging the collective insight of numerous endpoints within the Bittensor network to secure LLM applications effectively.

GitHub: https://github.com/ceterum1/llm-defender-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-14/

Product: Blockchain Data Analytics

Owner: 'Blockchain-insights'

Registered: Oct 25, 2023

Utility: Converting unprocessed blockchain data into organized graph representations. This initiative is dedicated to delivering in-depth analysis of blockchain operations, encompassing everything from basic transfers to complex interactions within DeFi protocols and NFT marketplaces.

GitHub: https://github.com/blockchain-insights/blockchain-data-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-15/

Product: Advertising Network

Owner: FirstTensor

Registered: Apr 16, 2024

BitAds introduces a revolutionary approach to online advertising through a decentralized network built on Bittensor. Aiming to disrupt the traditional advertising industry, BitAds offers a solution that significantly reduces costs for clients while incentivizing miners to promote and drive organic traffic to advertising campaigns.

GitHub: https://github.com/eseckft/BitAds.ai

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-16/

Frontend: https://firstads.ai/

Product: fine-tuning Diffusions Models

Owner: Plix

Registered: Apr 18, 2024

Utility: Finetuning/Pre-training a Diffusion model on Bittensor network using Vision Subnet.

GitHub: https://github.com/PlixML/pixel

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-17/

Product: Platform for AI Development and Synthetic Data Generation

Owner: Corcel.io

Registered: Oct 30, 2023

Utility: Cortex.t streamlines app development by providing text and image generation through a decentralized network. It offers a stable, incentivized environment for quality AI production and easy integration with the Bittensor network, fostering innovation and enabling efficient model refinement for developers.

Frontend: https://corcel.io/

GitHub: https://github.com/corcel-api/cortex.t

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-18/

Product: Image generation, recognition and manipulation

Owner: 'Namoray'

Registered: Dec 18, 2023

Utility: Automated graphic design streamlines content creation by generating unique visuals, automating repetitive tasks, and offering a variety of options for marketing and social media content.

GitHub: https://github.com/namoray/vision/tree/main

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-19/

Product: Task automation

Owner: 'RogueTensor'

Registered: Dec 20, 2023

Utility: Task automation platform that harnesses the power of intelligent agents to streamline workflows across various applications, including web browsers and communication tools like Discord. It enables users to integrate the advanced processing of large language models directly into their favorite apps for a more efficient and personalized experience.

GitHub: https://github.com/RogueTensor/bitagent_subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-20/

Product: File storage

Owner: 'philanthrope'

Registered: Nov 5, 2023

Utility: FileTAO offers a secure, private decentralized storage system using advanced cryptography to ensure data integrity without exposing content. Miners store encrypted data without seeing it, while users control access with their wallet coldkey. This innovation is a key component in Bittensor's vision to democratize intelligence and build a decentralized alternative to traditional cloud services.

GitHub: https://github.com/ifrit98/storage-subnet/

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-21/

Product: Social media data retrival and analysis

Owner: Datura AI

Registered: Dec 26, 2023

Utility:  Smart-Scrape offers a straightforward way to collect and analyze Twitter/X data. It's a useful resource for researchers, marketers, and data analysts who need to gather information efficiently.

GitHub: https://github.com/surcyf123/smart-scrape

[Bittensor Discord]: Discord Channel 

Taostats: https://taostats.io/subnets/netuid-22/

Product: Image generation

Owner: NicheTensor

Registered: Jan 2, 2024

Utility: A collaborative platform for generating images, powered by the decentralized Bittensor protocol. This network enables diverse image creation capabilities, supported by a distributed community of AI models, ensuring robustness and innovation without central dependency.

GitHub: https://github.com/NicheTensor/NicheImage

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-23/

Product: Multimodal data comprehension

Owner: OMEGA Labs

Registered: Mar 10, 2024

Utility: OMEGA Labs is dedicated to advancing AI systems that possess a multimodal understanding, processing diverse data types such as text, images, audio, and video. Their objective is to construct adaptable any-to-any models capable of real-time inference, adaptable to a broad spectrum of applications and devices.

GitHub: https://github.com/omegalabsinc/omegalabs-bittensor-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-24/

Product: Large Language Model training

Owner: 'bitcurrent'

Registered: Nov 14, 2023

Utility: the goal is to develop the largest Large Language Model (LLM) to date, utilizing the decentralized and collaborative nature of the Bittensor network. The subnet is committed to fostering an open and transparent AI community, where the collective power of distributed computing contributes to groundbreaking advancements in language processing.

GitHub: https://github.com/bit-current/DistributedTraining/tree/main

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-25/

Product: Image generation

Owner: 'Emperor Wang'

Registered: Nov 15, 2023

Utility: image generation with precise prompts and hyperparameter adjustments for customized results. The upcoming TensorAlchemy Studio feature introduces a human-in-the-loop validation platform, aimed at improving image quality. Validators, and eventually end-users, will manually rank images in each batch, influencing incentives and maximizing output quality.

GitHub: https://github.com/Supreme-Emperor-Wang/ImageAlchemy

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-26/

Product: Compute resources

Owner: Neural Internet

Registered: Nov 16, 2023

Utility: This compute-composable subnet is designed to facilitate seamless integration across diverse cloud platforms, enabling efficient resource sharing and allocation. By allowing nodes to contribute computational power and validators to maintain resource integrity, it supports higher-level cloud services in offering adaptable and efficient compute capabilities.

GitHub: https://github.com/neuralinternet/compute-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-27/

Product: Stock Market Price Prediction

Owner: Foundry Digital LLC

Registered: Feb 28, 2024

Utility: Foundry's S&P 500 Oracle incentivizes miners to predict the S&P 500 index price during trading hours. Validators issue timestamps for future price predictions, and miners submit their forecasts for those times. After the prediction period ends, validators score the miners based on accuracy, fostering a competitive environment that encourages improved predictive performance.

GitHub: https://github.com/teast21/snpOracle

[Bittensor Discord]: Discord Channel 

Taostats: https://taostats.io/subnets/netuid-28/

Product: Video generation

Owner: FractalResearch

Registered: Feb 16, 2024

Utility: Fractal's subnet leverages deterministic verification to establish a decentralized network for video generation from text. It incentivizes hosting of text-to-video models, optimizing end-user inference requests for reduced latency. The subnet's design includes a unique random seed for each request, ensuring resistance to gamification by penalizing discrepancies between Verifier and Prover seeds.

GitHub: https://github.com/fractal-net/fractal

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-29/

Product: Image generation

Owner: WOMBO.ai

Registered: Feb 24, 2024

Utility: image generation via API provides a programmable interface for creating custom images from text descriptions, enabling seamless integration into various applications and workflows.

GitHub: https://github.com/womboai/wombo-bittensor-subnet

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-30/

Product: Distributed Neural Architecture Search (NAS) 

Owner: 'mutex::lock'

Registered: Apr 7, 2024

Utility: NASChain streamlines Neural Architecture Search (NAS) by distributing the design process across the Bittensor network. This decentralized method accelerates the discovery of efficient neural networks, optimizing for accuracy and computational cost, while reducing the traditionally high resource and time requirements.

GitHub: https://github.com/nimaaghli/NASChain

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-31/

Product: AI-generated content detection

Owner: 'It-s-AI'

Registered: Mar 7, 2024

Utility: Bittensor Subnet 32 specializes in distinguishing AI-generated text from human writing, a critical service in an era where AI produces vast amounts of content. It supports ML engineers by protecting training data quality, aids educators in maintaining academic honesty, and assists bloggers in managing authentic engagement. Beyond these, it's invaluable for writers, recruiters, and cybersecurity experts dealing with AI-crafted content.

GitHub: https://github.com/It-s-AI/llm-detection

[Bittensor Discord]: Discord Channel

Taostats: https://taostats.io/subnets/netuid-32/