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      <title>Probabilistic Proofs in DePIN</title>
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      <description>Modeling identity and service proofs as probabilistic graph attributes in Local Protocol, so trust propagates through the network without hard cryptographic proofs for every transaction.</description>
      <pubDate>Sat, 26 Oct 2024 00:00:00 GMT</pubDate>
      <dc:creator>Mike Perhats</dc:creator>
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      <description>Applying PageRank&apos;s eigenvector-centrality principles to token distribution — modeling commercial networks as bipartite graphs that align incentives with network growth.</description>
      <pubDate>Sun, 23 Jun 2024 00:00:00 GMT</pubDate>
      <dc:creator>Mike Perhats</dc:creator>
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