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What blockchain does it run on? How is it free? Who's paying the blockchain transaction fees?

Bitcoin. It uses Blockstack DNS made on Bitcoin blockchain to give decentralized access to anyone. The PLUS plan is on the way.

It's freemium. It's free for files up to 512MB.