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Layer‑2 rollups boost throughput by bundling many transactions off‑chain and settling a single proof on‑main. Sharding splits the ledger into parallel chains, raising capacity but adding cross‑chain complexity. Sidechains run parallel networks with their own rules, trading security for speed. Each method balances speed, decentralization and security in a different way.
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