ViKernel: Why the Kill Switch Must Live Inside the Model

ViKernel is presented as a weight-native operating system that embeds security controls directly within an AI model file rather than relying on external wrappers, proxies, or prompt-based guardrails. Its proposed Secure OS includes boot-time integrity checks, rule-based policy enforcement, tamper-evident audit logs, and an internal kill switch that anyone may activate but only an authorized signed key can resume. The article argues that these mechanisms address risks from autonomous AI agents by making controls inseparable from model weights, resistant to conversational persuasion, and capable of recording actions in an immutable hash chain. ViKernel is described as compatible with existing language and vision models without altering their original weights, with a public demo offering tools to test policies, halt and resume the kernel, simulate data leaks, inspect privacy masking, and verify or tamper with audit records. The project frames these capabilities as increasingly important as AI agents are deployed in sensitive areas such as finance, healthcare, infrastructure, and defense.

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