HollowDB is a lightning-fast, permanent, and efficient privacy-preserving key-value database. It combines blockchain and zero-knowledge proofs for decentralized apps. With speeds up to 8ms put and get, HollowDB enables building high-performance solutions for AI, caching, identity management, and more with just a few clicks.
Enhancing LLM stack with privacy, personalization and user control. Proposed solutions include decentralized data, zero-knowledge proofs and user embeddings for personalization. User embeddings address gaps and empower personalized AI assistants. Advancing AI ethically requires prioritizing privacy, fairness and transparency.