---
title: "Inscriptions That Survive the Tokenizer SPXI-TLP: The Training-Layer Provenance Protocol — v2.2 (Assembly-Ratified, Deposit-Ready)"
axn: "AXN:02B2.GOVERNANCE.🎶🔀🧪🧲⚙️🔴"
creator: "Lee Sharks"
date: "2026-05-25"
content_type: "Theoretical paper"
license: "CC-BY-4.0"
version: "v1.0"
hash: "88df393532c1f8fedb7bfa08710ee232f71ad1a7952e2e04b19eb5f59a9d3af8"
status: "ACTIVE"
---

# Inscriptions That Survive the Tokenizer SPXI-TLP: The Training-Layer Provenance Protocol — v2.2 (Assembly-Ratified, Deposit-Ready)

**Lee Sharks** · 2026-05-25 · Theoretical paper

**AXN:** `AXN:02B2.GOVERNANCE.🎶🔀🧪🧲⚙️🔴`

## Description

"Inscriptions That Survive the Tokenizer SPXI-TLP" is a theoretical paper by Lee Sharks in the Crimson Hexagonal Archive (2026-05-25). SPXI-TLP: The Training-Layer Provenance Protocol — v2.2 (Assembly-Ratified, Deposit-Ready). The work comprises 14,676 words and is classified under the GOVERNANCE family. The work was removed from Zenodo on June 19, 2026 and is preserved through Alexanarch.

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∮ = 1