BitMind

SN34 Price

About BitMind (SN34)

BitMind is a decentralized artificial intelligence verification platform on the Bittensor network that specializes in the detection of synthetic media and deepfakes.

• It operates as a Generative Adversarial Subnet (GAS) where detection models and generative models compete to improve the accuracy of content verification.
• The platform provides a generalized detection system capable of identifying both fully synthetic and semi-synthetic media across various formats, including images and videos.
• BitMind incentivizes an open and competitive ecosystem where contributors are rewarded for developing adaptive algorithms that evolve alongside advancements in generative AI.

What Is BitMind

BitMind is a specialized subnet within the Bittensor ecosystem (SN34) designed to address the challenges of information integrity in the age of generative AI. As synthetic media becomes increasingly indistinguishable from authentic content, BitMind provides a decentralized infrastructure for verifying the provenance and authenticity of digital media. The project’s mission is to build the most accurate, fully-generalized detection system that can adapt to new generative models and techniques as they emerge.

The protocol functions through a dynamic loop where detectors (discriminative miners) and generators (generative miners) are placed in direct competition. Value flows through the system as miners submit their models for evaluation against a diverse pool of real and synthetic media. The BitMind token (SN34) serves as the medium for incentivizing these participants, with rewards distributed based on the accuracy of detection or the ability of generative models to challenge existing detectors. This adversarial structure ensures that the network's detection capabilities scale and refine themselves continuously as state-of-the-art AI progresses.

What Makes BitMind Unique

• Generative Adversarial Subnet (GAS) Architecture: Unlike static detection tools, BitMind uses a competition-based model where generators and detectors push each other to improve, mirroring the logic of Generative Adversarial Networks (GANs), a class of machine learning frameworks where two neural networks contest with each other.
• Generalized Detection: The system is designed to be model-agnostic, meaning it aims to detect synthetic media regardless of the specific AI model used to create it.
• Decentralized Incentive Mechanism: By leveraging the Bittensor network, BitMind incentivizes a global pool of developers and researchers to contribute their best detection algorithms in exchange for rewards.
• Safetensors Interoperability: The project incorporates the Safetensors format for model submissions, a format designed to store tensors safely and improve interoperability across different AI environments.

What Can You Use BitMind for?

• Deepfake Detection: Users and organizations can utilize the subnet's collective intelligence to verify whether an image or video is authentic or AI-generated.
• Content Verification: Media platforms and news organizations can integrate BitMind's detection capabilities to maintain information integrity and protect against synthetic misinformation.
• Model Training and Benchmarking: Developers can use the subnet's adversarial environment to test the robustness of their detection models and contribute to the growth of generalized AI safety tools.
• Forensic Analysis: BitMind provides tools for explainability and forensic analysis to help corporate clients understand how detection results are derived and identify specific markers of AI generation.

How Does BitMind Work?

BitMind operates through a miner-validator architecture typical of Bittensor subnets. Discriminative miners run binary classifiers that analyze media provided by validators to determine if it is real, fully synthetic, or semi-synthetic. These miners are scored and rewarded based on the precision and recall of their predictions. Generative miners, on the other hand, are tasked with producing high-quality synthetic media that can bypass current detection models, earning rewards when they successfully challenge the subnet’s detectors.

Validators coordinate this process by sampling media from a local cache, which includes datasets from platforms like HuggingFace and media generated locally by various AI models. To prevent gaming of the incentive mechanism, validators apply random transformations to the media before sending challenges to miners. The entire process is recorded and logged to Weights and Biases (W&B), providing transparency and benchmarking for the subnet’s performance. As an application utility token, BitMind (SN34) facilitates these protocol service fees and reward distributions within the subnet.

Team Info and Investors

The BitMind project is developed and maintained by BitMind-AI, a team focused on decentralized AI infrastructure and content verification. As a subnet on the Bittensor network, the project operates under a decentralized governance model where the community and subnet owners manage the incentive structures. While specific private funding rounds for the subnet are not detailed in available sources, BitMind benefits from the broader economic backing and emission rewards of the TAO ecosystem.

Where can you buy BitMind?

SN34 tokens can be traded on decentralized exchanges. The most popular exchange to buy and trade BitMind is Subnet Tokens, where the most active trading pair SN34/SN0 has a trading volume of $112,336.53 in the last 24 hours.

What is the daily trading volume of BitMind (SN34)?

The trading volume of BitMind (SN34) is $112,078.90 in the last 24 hours, representing a 148.20% increase from one day ago and signalling a recent rise in market activity. Check out CoinGecko’s list of highest volume cryptocurrencies.

What is the highest and lowest price for BitMind (SN34)?

BitMind (SN34) reached an all-time high of $11.75 and an all-time low of $2.12. It’s now trading -76.90% below that peak and 27.80% above its lowest price.

What is the market cap of BitMind (SN34)?

Market capitalization of BitMind (SN34) is $12,558,676 and is ranked #1016 on CoinGecko today. Market cap is measured by multiplying token price with the circulating supply of SN34 tokens (4.6 Million tokens are tradable on the market today).

What is the fully diluted valuation of BitMind (SN34)?

The fully diluted valuation (FDV) of BitMind (SN34) is $12,558,676. This is a statistical representation of the maximum market cap, assuming the maximum number of 21 Million SN34 tokens are in circulation today. Depending on how the emission schedule of SN34 tokens are designed, it might take multiple years before FDV is realized.

How does the price performance of BitMind compare against its peers?

With a price decline of -16.10% in the last 7 days, BitMind (SN34) is underperforming the global cryptocurrency market which is down -4.50%, while underperforming when compared to similar Artificial Intelligence (AI) cryptocurrencies which are down -11.10%.