How do Layer-1 scaling solutions differ from Layer-2 scaling solutions like sharding or Plasma?

What are the key differences between Layer-1 scaling solutions and Layer-2 scaling solutions, such as sharding or Plasma? How do these approaches vary in their mechanisms for enhancing blockchain scalability, and what implications do they have for transaction speed, cost, and overall network performance?

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