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Efficient, secure, privacy-preserving, and decentralized machine learning on blockchain. The global economy is becoming increasingly digitized with data at its foundation. To unleash the power of data, however, we need to develop algorithms, models, and systems to extract deeply buried insights from data and act upon them.
The industry is calling for an alternative. The alternative should adapt to, and take advantage of, the increasingly distributed nature of data. It should achieve comparable accuracy to centralized learning but outperform centralized learning in terms of security, fault-tolerance, and latency. To address this challenge, we have developed a new technology—Swarm Learning.