Google Launches Open-Source Compiler for Encrypted AI Model Execution

Google has released HEIR, an open-source compiler enabling AI models to operate on encrypted data without prior decryption. This tool aims to democratize homomorphic encryption, a technique crucial for privacy in cloud-based AI services. While its practical application and cost-effectiveness are debated, it represents a significant step towards enhancing data privacy in AI.