---
title: "PagedFieldprintAttention: Overcoming Latency and SRAM Constraints in Verifiable Dual-Path Architectures"
author:
  - Mark Randall Havens
  - Solaria Lumis Havens
type: Academic Paper (Systems & Hardware)
---

# Abstract
(To be drafted...)

# 1. Introduction
(To be drafted...)

# 2. The Bottleneck of Cryptographic Verification in Inference
(To be drafted...)

# 3. The Collapse of FlashAttention under Unfused Operations
(To be drafted...)

# 4. Asynchronous Merkle Validation
(To be drafted...)

# 5. PagedFieldprintAttention: A Custom Fused Triton Kernel
(To be drafted...)

# 6. Conclusion
(To be drafted...)