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Data scientists
2 articles
HealthcareAI in Healthcare: When the Data Cannot Move, Move the Model
Clinical and research data is among the most regulated anywhere. Three patterns that bring AI to health data without moving it (local serving, confidential computing and federated training) and the evidence each one should produce.
4 min read
RetrievalRetrieval at the Source: Embeddings and Search Near the Data
Retrieval pipelines copy an organisation's documents into embeddings, indexes and caches, often far from where the data lives. Why embeddings are sensitive data, how to size them, and an architecture that keeps retrieval close to the source.
4 min read
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ConsensusDistributed computingNetworkingInference optimizationEdge AIAgent orchestrationHarness designModel routingOpen modelsSovereign AIData residencySecuritySafetyConfidential computingHardware identityEnergy and placementTelco edgeAI factoriesMachine economyPayments for machinesDistributed trainingStorageEnterprise AIPhysical AISimulationGenerative mediaRetrievalVoice AIComputer vision
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