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Bittensor is an open-source platform for creating and trading digital commodities such as machine intelligence, storage, and compute power. Users are rewarded in TAO tokens for contributing competitive resources.
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Bittensor is an open-source platform for creating and trading digital commodities such as machine intelligence, storage, and compute power. Users are rewarded in TAO tokens for contributing competitive resources.
Bittensor is a decentralized AI project that aims to create a market for digital commodities such as machine learning models, compute power, and storage. It operates through a network of subnets, each acting like an economic market where participants are incentivized to contribute resources in exchange for TAO tokens, the native cryptocurrency of Bittensor. These subnets are specialized structures that focus on different tasks like image or audio processing, and they reward users providing valuable AI models and computational power.
The project is built on the Subtensor blockchain, a specialized Layer-1 network that enables this unique marketplace. Bittensor leverages concepts from blockchain technology to ensure transparency and security in transactions, much like how Bitcoin uses proof-of-work to reward participants for verifying transactions. Instead of focusing on financial transactions, Bittensor provides a decentralized marketplace for advancing AI technology, encouraging open collaboration among developers and researchers without relying on centralized entities.
Bittensor was founded in 2019 by Jacob Robert Steeves and Ala Shaabana. Steeves previously worked as a machine learning engineer at Google's Google Brain team and was involved with Knowm, a company focused on neuromemristive processors. Ala Shaabana has a background as a Postdoctoral Fellow at the University of Waterloo and as an Assistant Professor at the University of Toronto, specializing in machine learning research at FOR.ai, and was a senior software engineer at Instacart. The network went live on January 3, 2021, under the management of the Opentensor Foundation source.
Yes, you can stake tokens in the Bittensor project. The native token used for staking is TAO.
Currently, there are no liquid staking features or specific staking analytics available for the Bittensor network as inferred from the dataset. The staking tags for liquid staking or similar sectors were marked as "N/A" in the latest computations.
Based on the available information, there are no reports of significant hacks or exploits directly affecting the Bittensor protocol itself that resulted in notable financial loss. However, Bittensor has taken proactive measures to secure its network by obtaining a $25 million insurance cover against potential smart-contract hacks, as seen in the coverage by Nexus Mutual in February 2025. This insurance aims to protect against significant monetary losses that could impact the network's consensus mechanism and TAO tokens.
Bittensor has implemented several security measures, but it also faces challenges and unique vulnerabilities. Here are the key aspects of Bittensor's security and vulnerabilities:
Validation Stack Iteration: Bittensor's security is reinforced through continuous improvement of its validation stack, acting like a bug bounty. Miners attempt to exploit vulnerabilities, which subnet owners then patch, leading to a more secure system over time source.
Network Safeguards: In 2024, following a significant breach, Bittensor quickly entered a "safe mode", halting transactions to prevent unauthorized access. Validators were shielded by firewalls, illustrating the project's capacity for immediate containment source.
Codebase Review and Enhancement: After a major exploit, Bittensor conducted thorough reviews of its codebase, enhancing security protocols and conducting extensive assessments to eliminate future vulnerabilities sources.
Package Manager Security: Following an attack exploiting the PyPi Package Manager, the compromised package was promptly removed. Bittensor plans to implement enhanced package verification and increase security audits moving forward sources.
Misuse of Third-Party Tools: The significant breach in 2024 was traced to a compromised package in the PyPi Package Manager, highlighting risks associated with third-party software. Over 32,000 TAO tokens were stolen due to this breach, raising concerns about security practices in dependency management sources.
Private Key Exposure: The attack resulted in the exposure and theft of private keys. This incident underscores the vulnerability of handling sensitive information, especially when external tools are involved sources.
Dependence on Community Innovations: The iterative improvement approach relies heavily on community-driven bug-finding, which may not always be comprehensive or timely. The rapid adaptation and iteration could, in some cases, be a double-edged sword source.
Overall, while Bittensor employs dynamic and community-centric strategies for security, the vulnerabilities exposed through third-party dependencies highlight areas for ongoing vigilance and improvement.
The Bittensor project has no publicly disclosed audits as of December 16, 2024. The Opentensor Foundation, responsible for Bittensor, announced plans to increase the frequency of regular security audits by an outside security firm (announced on July 3, 2024), but no updates on completed audits have been released. Here are the key points:
There are no further specific audit dates or auditor names publicly available.
Bittensor was founded by Jacob Robert Steeves and Ala Shaabana to build a decentralized market for the production of machine intelligence. According to third-party CBInsights, Bittensor was founded in 2019, though Steeves LinkedIn states he has worked on Bittensor since March 2016.
In January 2021, Opentensor Foundation launched the first iteration of Subtensor called “Kusanagi.” In May 2021, Opentensor Foundation halted Kusanagi “to address a few early issues with consensus.” In November 2021, Kusanagi was forked and launched under the name “Nakamoto.” Notably, and according to third-party taostats, 546,113 TAO (~2.61% of the total token supply) previously mined on Kusanagi were migrated to Nakamoto. The testnet version of “Finney” launched on Jan. 10, 2023, to test key network upgrades, including the release of subnets and delegated staking. On March 20, 2023, Nakamoto was forked to Finney mainnet “to address a few performance issues in the network’s kernel code,” and remains as the live version of Subtensor.
On March 28, 2023, Opentensor Foundation announced the release of Chattensor, a large language model (LLM) built on Bittensor. On July 24, 2023, Opentensor Foundation announced the release of the Bittensor Language Model (BTLM). As a “3 billion parameter language model,” BTLM is designed to be compatible with mobile devices by requiring significantly less memory to store than popular 7 billion and 10 billion parameter models like OpenAI’s GPT-3 and Meta’s LLaMA. On Aug. 7, 2023, Opentensor Foundation announced it had executed its first incentivized pre-training model using GPT-2 on Bittensor’s testnet. On Oct. 2, 2023, subnets went live on Finney, allowing users to create incentive mechanisms for specific types of machine learning tasks, such as generating images, creating music, or scraping and indexing the internet.
Subtensor, Bittensor’s blockchain built using Polkadot’s Substrate SDK is live and producing blocks. A commercially reasonable search found that Bittensor has 32 subnets (the existing maximum), though four show no forms of activity. These subnets are experimenting with many use cases, such as text generation, machine translation, internet scraping, image generation, storage, and music generation.