Show HN: Onera – Private LLM Inference Inside AMD SEV-SNP Enclaves (onera.chat)

Onera has unveiled a significant advancement in artificial intelligence by introducing private large language model (LLM) inference capabilities within AMD's SEV-SNP (Secure Encrypted Virtualization - Secure Nested Paging) enclaves. This innovation allows sensitive AI workloads to be processed in a secure environment, effectively protecting data and models from unauthorized access, even from the host system. The significance of this development lies in its potential to enhance trust and privacy for businesses and individuals using AI technologies, especially in sectors that handle sensitive information. By leveraging AMD's SEV-SNP technology, Onera's solution enables users to run LLMs without exposing them to external threats, overcoming critical barriers in data security and user privacy. The integration of hardware-enforced security measures with advanced AI capabilities opens new avenues for deploying large language models in compliance with data protection regulations. This is particularly pivotal as organizations increasingly seek to harness AI while safeguarding their data against vulnerabilities, making Onera's breakthrough a key player in the intersection of AI and cybersecurity.