π‘What's Bittensor
Last updated
Last updated
Bittensor is a decentralized marketplace for machine learning models that aims to transform the way AI is developed and executed. Here's the breakdown of how it works:
Contributors and Participants:
Miners: Developers and researchers contribute their machine learning models to the network, acting as "miners." These models compete to provide the best solutions to user queries.
Users: Businesses and individuals can submit queries and access the collective intelligence of the network. Bittensor automatically identifies the most suitable models and utilizes them to provide accurate and efficient solutions.
Validators: These act as gatekeepers, verifying the quality of responses from miners before users receive them. Validators also stake TAO tokens (Bittensor's native cryptocurrency) to participate in the network and earn rewards.
Incentivized Competition:
Miners compete to provide the best solutions for user queries.
Proof-of-Service consensus: Miners are rewarded with TAO tokens based on the quality and efficiency of their model's responses. This incentivizes miners to continuously improve their models.
Validators earn TAO tokens for verifying the quality of responses, ensuring the network's integrity.
Decentralized Execution:
Unlike traditional AI models on centralized servers, Bittensor distributes the workload across a network of nodes. This decentralization offers several benefits:
Enhanced Security: Eliminates reliance on single points of failure, making data manipulation difficult.
Improved Scalability: The network can handle more tasks as more users and miners participate.
Open Source and Modifiable:
Bittensor is open-source, allowing anyone to contribute to the platform's development and create specialized subnets for specific tasks.
Users have control over factors like speed, accuracy, and resource usage when submitting queries, allowing for customization.