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Web3 is powering a digital revolution that will bring untold benefits to organizations. Decentralization promises to tear down the monolithic structures that support the internet as it exists now, with major implications for finance, social media, and even the computing infrastructure that supports the digital economy. 

Summary

  • Decentralized compute holds huge promise — cheaper, censorship-resistant, and scalable for AI, while putting privacy and sovereignty back in users’ hands.
  • Unlike AWS or Google Cloud, decentralized networks lack enforceable SLAs or legal recourse, leaving users uncertain about reliability.
  • Centralization’s edge is accountability — cloud giants win today because they guarantee uptime, performance, and compensation when things go wrong.
  • Web3’s solution: validator audits — incentivized, community-run nodes continuously verify performance, reliability, and correctness of computations.
  • With transparent audits, staking incentives, and penalties for dishonesty, decentralized compute can rival — and even surpass — centralized providers.

The prospect of decentralized compute has many eager with anticipation, because it can bring incredible cost benefits by utilizing idle computing resources while preventing censorship. More than that, it can provide enhanced scalability for artificial intelligence workloads, and it supports ideals around privacy and sovereignty, giving users full control over their data. 

But there’s one outstanding challenge we must overcome before we can fulfill this decentralized dream — namely, the need to establish trust in decentralized compute. The question is, how can this be done without the assurances provided by cloud computing giants such as Amazon Web Services or Google Cloud? 

Those legacy cloud computing giants dominate the compute industry, even while charging exorbitant prices for their services and having questionable track records in terms of d

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