Multi party computation

How Bots, Deepfakes and AI Agents Are Forcing a New Internet Identity Layer | Alex Blania on a16z

How Bots, Deepfakes and AI Agents Are Forcing a New Internet Identity Layer | Alex Blania on a16z

Alex Blania, cofounder and CEO of Tools for Humanity (Worldcoin), details the critical challenge of proving human uniqueness in the AI era. He explains Worldcoin's iris biometric approach, its sophisticated privacy architecture using Multi-Party Computation and Zero-Knowledge Proofs, and the pervasive impact of AI agents and deepfakes on social media, dating, gaming, and government. Blania also outlines Worldcoin's strategy to scale this proof-of-human network globally, particularly in the US.

Encrypted Computation: What if Decryption Wasn’t Needed? • Katharine Jarmul • GOTO 2024

Encrypted Computation: What if Decryption Wasn’t Needed? • Katharine Jarmul • GOTO 2024

An exploration of encrypted computation, detailing how techniques like homomorphic encryption and multi-party computation can enable machine learning on encrypted data. The summary covers the core mathematical principles, real-world use cases, and open-source libraries to build more private and trustworthy AI systems.