Launching today
AuxAI
An independent trust layer that watches any AI at runtime
1 follower
An independent trust layer that watches any AI at runtime
1 follower
AuxAI monitors any deployed AI model at runtime, independent of its own confidence scores. It catches silent failures standard monitoring misses, hardware faults, model drift, out-of-distribution inputs, and weight corruption, then triggers a safe rollback or healing without touching model weights or source code. Built for autonomous systems, robotics, industrial automation, and defense, where silent AI failures have real-world consequences.
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I built AuxAI after noticing that AI systems in safety-critical environments fail silently, the model keeps producing outputs, confidence scores look normal, but the decisions are wrong. Standard monitoring catches crashes. AuxAI catches the failures nobody sees.
Would love feedback from anyone working on autonomous systems, robotics, or edge AI deployments. Happy to answer any technical questions.