From 532a1029a45aa3f1c5dfdffdf8ec61bc02d00cba Mon Sep 17 00:00:00 2001 From: Vijay Janapa Reddi Date: Wed, 19 Nov 2025 13:45:05 -0500 Subject: [PATCH] Rename Section 3 to 'TinyTorch Architecture' (not 'Curriculum') MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ISSUE: 'The TinyTorch Curriculum' sounds too classroom-focused, as if the paper is only about education/courses rather than a framework design contribution. SOLUTION: Changed to 'TinyTorch Architecture' which: - Describes the framework structure (20 modules, 3 tiers, milestones) - Matches systems paper conventions (Architecture sections common in CS) - Emphasizes this is a design contribution, not just coursework - Avoids over-emphasizing educational context Section 3 describes HOW TinyTorch is architected: - Module organization and dependencies - Tier-based structure (Foundation/Architecture/Optimization) - Module pedagogy (Build → Use → Reflect) - Milestone validation approach 'Architecture' accurately captures this structural design focus. Paper compiles successfully (26 pages). 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- paper/paper.tex | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.tex b/paper/paper.tex index 595af684..145e11f7 100644 --- a/paper/paper.tex +++ b/paper/paper.tex @@ -480,7 +480,7 @@ TinyTorch differs from educational frameworks through systems-first integration Empirical validation of learning outcomes remains future work (\Cref{sec:discussion}), but design grounding in established theory (constructionism, cognitive apprenticeship, productive failure, threshold concepts) provides theoretical justification for pedagogical choices. -\section{The TinyTorch Curriculum} +\section{TinyTorch Architecture} \label{sec:curriculum} This section presents the 20-module curriculum structure, organized into four tiers that progressively build a complete ML framework.