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.@NuklaiData is building a shared metadata and dataset layer for AI training, using @LighthouseWeb3 and
Filecoin
. This work really helps cross-domain knowledge systems grow and propels ethical AI model development forward.
#AI
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.@akavenetwork is building the infrastructure to move enterprise data on-chain. O3 combines the familiarity of S3 with verifiable access controls, performance, and transparent governance, all backed by Filecoin’s decentralized storage layer.
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The Filecoin network now supports mutable, hot storage with provable availability. PDP doesn’t replace PoRep, it complements it. Use cold storage when you want redundancy. Use PDP when you need retrieval on demand, with proof it’s there, no sealing, no delays, just verification.
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With @FilecoinCDN, developers can store with Filecoin and serve data instantly without managing retrieval infrastructure themselves. It’s built for PDP data, supports real user traffic, and helps Storage Providers handle delivery without high egress or latency tradeoffs.
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.@momack28 from @_FilOz explains that Filecoin stands apart by offering exabytes of decentralized storage capacity. The network’s incentive model attracts large-scale providers and supports use cases that exceed even some centralized storage providers.
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.@MarlinProtocol and @LighthouseWeb3 Web3 are using Filecoin as the foundation for something much bigger. Their setup processes computations securely off-chain while guaranteeing data stays available forever, giving developers real alternatives to centralized infrastructure.
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