Introducing AI Model Virtual Machine: A Secure, Portable Standard for AI Integration
Summary
A new AI Model Virtual Machine specification aims to provide a secure, portable standard for integrating AI models, enforcing isolation, extensibility, safety, and transparent performance tracking.
Key Points
- AI models require a virtual machine layer that interfaces between the model and the rest of the system
- A standardized AI Model Virtual Machine specification enforces security, isolation, extensibility, and portability
- Benefits of an AI Model VM include separation of concerns, built-in safety and governance, transparent performance tracking, and verifiability of model output