Published March 5, 2026 | Version v1
Preprint Open

An Auditable Transcript-to-Notebook Pipeline with Completion-Mass Capacity Bounds (Within-Model Results)

  • 1. Independent Researcher

Description

This preprint formalizes an auditable, certificate-centric transcript-to-notebook compilation pipeline and derives within-model completion-mass capacity bounds. The safe bound follows from capacity/pigeonhole arguments; the strong bound is conditional on a finite local audit assumption (H-LCT / Lemma R′). No claims are made about P vs NP or unrestricted Turing machines.

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