# Persistent State Machines for LLM Attention (Vivado Estimated 0.0267 PJ/Op)

> Source: <https://zenodo.org/records/21694686>
> Published: 2026-07-30 00:56:56+00:00

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**Reference:** `d89fe66cc98bafc27ef33c6a473b18c4`

**Timestamp:** `2026-07-30T03:22:30+02:00`