VIDRAFT's ViKernel Embeds Safety OS Controls Directly Into AI Model Weights

VIDRAFT has published ViKernel, a project that integrates an operating-system-style layer, including boot integrity, a rule-based policy engine, an append-only audit chain, and a kill switch, directly into an AI model's weights. The company argues that external wrappers and prompt filters can be removed or bypassed, whereas controls stored in the weights travel with the model file. The approach is presented as a response to the concern that the most capable component in an agentic system often has the weakest internal controls. A desktop-style interactive demo, ViKernel-Desktop v0.1, is publicly available on Hugging Face Spaces to visualize kernel state and kill/resume controls. The source is a conceptual and architectural write-up and does not include quantitative benchmark results.