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Sharding involves adding new shard chains to the main Ethereum blockchain, so that a computer doesn't have to download and compute every transaction in the history of the blockchain in order to make a new transaction or otherwise participate in securing and using Ethereum. The primary goal is a massive scalability improvement. For more information see

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