Why it matters
AI Engineer session on Arrakis: How To Build An AI Sandbox From Scratch - Abhishek Bhardwaj, OpenAI. It adds practical context for how teams are building and operating AI systems in production.
My takeaway: Arrakis: How To Build An AI Sandbox From Scratch - Abhishek Bhardwaj, OpenAI is a red-team signal. The practical read is to turn the failure mode into concrete test cases, containment checks, and regression coverage before similar systems reach production.