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Illia Polosukhin: Near Protocol – From AI to High-Throughput Blockchain
Epicenter - Learn about Crypto, Blockchain, Ethereum, Bitcoin and Distributed Technologies
Guaranteeing Model Reliability for Mission Critical Applications
It is crucial for the community to govern the alignment, safety, instruction datasets, and validation of machine learning models. Currently, there is a lack of guarantee that the model being run is the intended one, leading to potential optimization for cost rather than accuracy. To address this, decentralized inference, model marketplaces, and community data crowdsourcing are essential for ensuring predictable parameters and outputs, particularly for mission critical applications such as trading and healthcare.
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