Author

Li Liu

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Preprint Aug 2026

Runtime Observability for Heterogeneous Attention Memory

A runtime observability contract is given that covers all four memory classes with three operators, instantiate it on six model configurations across five architecture families, and compose the per-stage bounds into an executable request-level risk ledger.

Fanzhe Wei, Li Liu, Ziyang Wang et al. · 2 citations