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Dhyey Dharmendrakumar Mavani

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#artificial intelligence Preprint Oct 2026

What Does an Observability Foundation Model Know?

A linear probe can show that a label is recoverable from a model's hidden states, but not whether that goes beyond what the input already reveals, or whether the model uses it. We audit Toto, an observability forecasting foundation model, on the Benchmark of Observability Metrics (BOOM) across five series-disjoint resp...

Dhyey Dharmendrakumar Mavani, Rian Atri, Tai-Ran Ji · 0 citations

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