Everyone is asking:
“Can AI solve this?”
AI can verify anything that’s structured and repeatable.
But that’s not where the real risk is.
The real risk lives in:
– physical events
– real-world conditions
– moments that were never captured properly
AI can process records.
It cannot verify reality that was never proven.
So what actually closes that gap?
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![[P] I trained a Mamba-3 log anomaly detector that hit 0.9975 F1 on HDFS — and I’m curious how far this can go](/_next/image?url=https%3A%2F%2Fpreview.redd.it%2F3hrr4prgbzsg1.png%3Fwidth%3D140%26height%3D120%26auto%3Dwebp%26s%3Dad74d593f251847f8d8acb4e0fc71c0f5679f4bf&w=3840&q=75)