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---
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...)