- Align '09 CNNs' (Spatial) with the top Foundation row (01 Tensor)
- Align '15 Quant' and '16 Compress' with the top Foundation row
- Position '10-13' (Language path) and '17-18' (Accel/Memo) on the bottom row
- Center '14 Profiling' and '19 Benchmark' vertically between the two rows
- Remove 'Vision' and 'Language' labels
- Adjust tier labels to be consistently positioned above the top row
- Define a common LabelLine coordinate relative to the top of Foundation Row 1 (T.north + 1.2cm)
- Ensure all tier labels (FOUNDATION, ARCHITECTURE, OPTIMIZATION) are placed on this line
- Prevents labels from overlapping with nodes or being placed too low
- Maintains horizontal centering for each section
- Place all tier labels (FOUNDATION, ARCHITECTURE, OPTIMIZATION) on the same vertical line
- Center each label horizontally over its respective section using coordinate calculations
- Use Architecture label position as the anchor for height alignment
- Move Vision path definition after Language path to allow relative positioning
- Center '09 CNNs' node horizontally above the Language path (Tok-Trans)
- Update arrow routing to accommodate the new centered position
- Reroute the arrow from 04 Losses to 05 DataLoad to go between the rows
- Prevents the arrow from cutting through 06, 07, 08 nodes
- Improves visual clarity of the two-row layout
- Split Foundation modules (01-08) into two rows of 4 nodes each
- Row 1: 01 Tensor -> 04 Losses
- Row 2: 05 DataLoad -> 08 Training
- Connect end of Row 1 to start of Row 2 with a wrapped arrow
- Center 'FOUNDATION' label over the new two-row layout
- Reposition Profiling node to avoid overlap with Architecture branch
- Center Architecture label and align with Optimization label
- Increase font size of path labels for better readability
- Fix overlap of 'Speed' label with 'Transform' node
- Add single node focus framing throughout paper
- Update ML Systems Competency Matrix caption to clarify single node scope
- Strengthen distributed systems discussion in Curriculum Evolution
- Remove all em-dashes (25 total) replacing with colons, commas, periods
- Switch to lining numbers for technical content
- Add widow/orphan penalties to reduce dangling lines
- Fix single-item bullet list (Intentional Gap section)
- Update author limit to 50 before et al truncation
- Fix tinytorch package references to match actual implementation
