feat(book): retitle subtitle to From Tensors to Transformers

tinytorch/book/REVIEW_GUIDE.md

@@ -1,6 +1,7 @@
 # Reviewer & Practitioner Guide: TinyTorch
 
-**TinyTorch: The xv6 of Machine Learning Systems**
+**TinyTorch: From Tensors to Transformers**
+*Engineering Deep Learning Systems from Scratch*
 
 Prof. Vijay Janapa Reddi — Harvard University
 

tinytorch/book/_quarto.yml

@@ -14,10 +14,10 @@ project:
 
 book:
   title: "TinyTorch"
-  subtitle: "The xv6 of Machine Learning Systems"
+  subtitle: "From Tensors to Transformers: Engineering Deep Learning Systems from Scratch"
   author: "Prof. Vijay Janapa Reddi"
   date: today
-  output-file: TinyTorch-xv6-Book
+  output-file: TinyTorch-Book
   cover-image: assets/images/cover.png
 
   chapters:

tinytorch/book/tex/cover.tex

@@ -1,5 +1,5 @@
 % =============================================================================
-% TinyTorch: The xv6 of Machine Learning Systems — Publication Cover & Title
+% TinyTorch: From Tensors to Transformers — Publication Cover & Title
 % =============================================================================
 
 \begin{titlepage}
@@ -18,8 +18,8 @@
 \vspace*{\fill}
 \begin{flushleft}
 {\fontsize{9}{13}\selectfont\color{bodygray!85}
-\textbf{TinyTorch: The xv6 of Machine Learning Systems}\\
-\textit{A First-Principles Guide to Machine Learning Framework Internals}\\
+\textbf{TinyTorch: From Tensors to Transformers}\\
+\textit{Engineering Deep Learning Systems from Scratch}\\
 \vspace{1.2em}
 \textbf{Licensing}\\
 The educational content in this book is licensed under Creative Commons

tinytorch/book/tex/title.tex

@@ -2,7 +2,7 @@
 % but neuter \maketitle so Pandocs default one-line title does not
 % render on top of our custom cover (handled by cover.tex via
 % include-before-body).
-\title{TinyTorch: The xv6 of Machine Learning Systems}
+\title{TinyTorch: From Tensors to Transformers -- Engineering Deep Learning Systems from Scratch}
 \author{Prof. Vijay Janapa Reddi}
 \date{\today}
 \let\maketitle\relax

tinytorch/book/tools/apply_pedagogical_openings.py

@@ -2,8 +2,8 @@
 """
 apply_pedagogical_openings.py
 
-Systematically updates the introductory prose across all 23 chapters and milestones
-in TinyTorch: The xv6 of Machine Learning Systems.
+Transforms raw/stub introductions into the publication-grade 5-beat Hourglass opening
+in TinyTorch: From Tensors to Transformers.
 
 Implements the two-part pedagogical progression on page 1 of every chapter:
 1. The Deep Learning Connection ("As an ML person, I know this"):