.@NuklaiData is building a shared metadata and dataset layer

.@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.

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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.

.@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.

.@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.

.@_jennijuju from @_FilOz shares that FWS services are cloud offerings with provable SLAs and SLIs, verified directly on-chain. This includes cryptographic methods like PoRep for archival and PDP for hot storage, confirmed by the chain. Watch the video👇

Filecoin helps protect medical research that saves lives. The Victor Chang Cardiac Research Institute (@VictorChangInst) uses it to store datasets from published studies, so the data stays untouched and easy to share using cryptographic proofs and content-based retrieval.

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