

Unleashing DePIN #047 | The DePIN Powered Data Privacy Revolution With Nillion
5 snips Feb 6, 2025
Join an insightful discussion on how innovative privacy technologies are empowering users to control their data. Miguel from Nillion shares his journey through AI, telecommunications, and cryptography, revealing the impact of decentralized infrastructure. Discover the fascinating concepts of zero-knowledge proofs and multiparty computation that protect user privacy. The conversation also dives into real-world applications like AI agents and data analytics, touching on the future implications for Web3 technology and community-driven innovations.
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Miguel's Background
- Miguel's background spans telecommunications, math (PhD), and AI.
- He worked with telcos, did a PhD in math focusing on internet backend modeling, and worked on AI projects.
ZKPs as Gateway to Web3
- Zero-knowledge proofs (ZKPs) were Miguel's gateway to Web3.
- While initially interested in Web2 applications, he recognized ZKPs' potential in Web3, leading to Nillion's founding.
Limitations of ZKPs
- ZKPs are suitable for transactions but limited for private computations on data.
- Technologies like multi-party computation (MPC) and fully homomorphic encryption (FHE) address this limitation.