Bittensor's decentralized network architecture offers a robust solution to the security concerns that plague traditional centralized AI systems. In a centralized model, the aggregation of data in a single repository makes it an attractive target for malicious actors. A successful attack on such a central point can lead to widespread data exposure and compromise the privacy of countless individuals. By enabling local data processing on individual neurons, Bittensor ensures that sensitive information is not transmitted across the network more than necessary.

Bittensor's approach fundamentally alters this dynamic by distributing the storage and processing of data across a vast network of independent nodes, or "neurons".

The integration of blockchain technology is a cornerstone of Bittensor's security strategy. Blockchain provides an immutable ledger that records all transactions and interactions within the network with transparency and traceability.

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