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[PR #1679] [MERGED] fix: math notation and prose drift cleanup (31 sites, 11 files) #17366
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📋 Pull Request Information
Original PR: https://github.com/harvard-edge/cs249r_book/pull/1679
Author: @profvjreddi
Created: 5/5/2026
Status: ✅ Merged
Merged: 5/5/2026
Merged by: @profvjreddi
Base:
dev← Head:fix/math-adjacent-spans📝 Commits (6)
caabb9cfix(edge_intelligence): collapse adjacent math spans in 224x224x3 dim9da65edfix(math): wrap multi-letter math subscripts in \text{} (5 chapters)1448133fix(hw_acceleration): merge math-anchored multiplier into single spand048bdcfix(prose): lowercase concept terms in body prose (6 sites)7044d34fix(prose): close up pre-/non- compound prefixes per CMS $7.89 (3 chapters)86fbe1efix(security_privacy): add period to bare 'vs' in bullet list (1 site)📊 Changes
15 files changed (+31 additions, -31 deletions)
View changed files
📝
book/quarto/contents/vol1/conclusion/conclusion.qmd(+1 -1)📝
book/quarto/contents/vol1/data_engineering/data_engineering.qmd(+2 -2)📝
book/quarto/contents/vol1/data_selection/data_selection.qmd(+4 -4)📝
book/quarto/contents/vol1/hw_acceleration/hw_acceleration.qmd(+1 -1)📝
book/quarto/contents/vol1/ml_systems/ml_systems.qmd(+3 -3)📝
book/quarto/contents/vol1/nn_computation/nn_computation.qmd(+1 -1)📝
book/quarto/contents/vol1/optimizations/model_compression.qmd(+1 -1)📝
book/quarto/contents/vol2/collective_communication/collective_communication.qmd(+2 -2)📝
book/quarto/contents/vol2/data_storage/data_storage.qmd(+10 -10)📝
book/quarto/contents/vol2/distributed_training/distributed_training.qmd(+1 -1)📝
book/quarto/contents/vol2/edge_intelligence/edge_intelligence.qmd(+1 -1)📝
book/quarto/contents/vol2/network_fabrics/network_fabrics.qmd(+1 -1)📝
book/quarto/contents/vol2/performance_engineering/performance_engineering.qmd(+1 -1)📝
book/quarto/contents/vol2/security_privacy/security_privacy.qmd(+1 -1)📝
book/quarto/contents/vol2/sustainable_ai/sustainable_ai.qmd(+1 -1)📄 Description
Summary
Style-drift cleanup across 11 chapter files, found via systematic audit of all 33 chapters against book-prose.md §2 (math notation) and §10 (MIT Press editorial standard).
Six commits, each one logical change:
caabb9c14—vol2/edge_intelligence: broken triple-dim\$224 \\times 224\$\$\\times\$3→ single span9da65edf5— Math subscripts: 8 sites in 5 files (E_{op},T_{io},N_{GPUs\\_per\\_node}, etc.) wrapped in\\text{}1448133cb—vol1/hw_acceleration:752: math-anchored multiplier\$10^2\$\$\\times\$mergedd048bdcb1— Concept terms lowercase in body prose (Data Gravity, Transformer architecture): 6 sites7044d34b8— Pre-/non- prefix close-ups per CMS §7.89: 14 sites in 3 files86fbe1e9a—vol2/security_privacy:1342: barevs→vs.Test plan
\\index{Pre-staging}→\\index{Prestaging}rename (single occurrence, verified)🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.