I gave my AI shell access and felt uneasy – so I sandboxed it (github.com)

A new AI personal assistant called Deus has been announced, designed for developers wanting a private, self-hosted assistant that runs locally on their machines. Key features include advanced memory capabilities, enabling the AI to recall past conversations with high precision using semantic search, as well as a self-improvement loop that learns from its interactions. Deus integrates seamlessly with popular messaging platforms like WhatsApp, Telegram, and Slack, allowing users to switch between them while maintaining context and memory. The AI operates securely within isolated Linux containers, minimizing risks associated with shell access. This development is significant for the AI/ML community as it addresses privacy concerns by ensuring that sensitive data remains local and is not transmitted to external servers. Notably, Deus employs innovative methods for self-optimization using DSPy, which evaluates the AI's responses in various contexts, enhancing its performance over time. Technical details include persistent semantic memory with high recall rates, modular architecture for channel integration, and efficient token usage, positioning Deus as a robust alternative to existing AI assistants while prioritizing user security and data integrity.