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Evolution of dTAO and Bittensor: A New Era for Decentralized AI

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by Giorgi Kostiuk

5 hours ago


HTX Research has released a new report exploring how the dTAO upgrade transforms Bittensor and impacts decentralized AI.

Bittensor Architecture

Bittensor's architecture comprises three core components: the Subtensor blockchain, a Polkadot parachain with EVM compatibility; 64 specialized subnets; and a governance-focused Root Subnet. The network employs a dual-key security system, Coldkey-Hotkey, and a subnet UID framework to ensure secure participation from miners and validators. At its core is the Yuma Consensus (YC), a dynamic incentive mechanism that distributes TAO rewards every 12 seconds based on historical performance and stake.

The dTAO Upgrade

The dTAO upgrade, implemented on February 13, 2025, introduces liquidity pools for subnet tokens, fundamentally altering Bittensor’s economic structure. Key innovations include: subnet token liquidity pools, emission rebalancing, and validator-as-VC dynamics. This upgrade addresses previous limitations like validator centralization and resource redundancy, encouraging competition and development of specialized AI solutions.

Ecosystem Impact

The implementation of dTAO has led to the emergence of high-performance subnets operating in a self-reinforcing feedback loop. Examples include Chutes and Multi Modality. However, challenges like the lack of real-world demand and validator centralization persist. HTX Research emphasizes the need for on-chain verifiability and standardized performance evaluation systems.

The dTAO upgrade signifies a shift towards market-driven incentives in Bittensor, laying the groundwork for decentralized AI innovation. As subnet tokens evolve, Bittensor is poised to redefine AI ecosystem dynamics.

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