Illinois-based NEAR AI, founded by a co-creator of Transformers, is building confidential computing infrastructure to support private AI applications across their lifecycle.
Currently, Trusted Execution Environments (TEE) are the primary solution for ensuring privacy in AI models. NEAR AI's platform enables confidential inference and aims to extend this capability to fine-tuning and pretraining as hardware advances allow multi-node confidentiality.
NEAR Intents is another initiative that simplifies cross-chain transactions by declaring desired outcomes, which are then matched with available resources across heterogeneous networks. This technology enhances user experience and streamlines complex interactions in a decentralized environment.
Read the full article at TheSequence
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