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Aligned website milestone documentation with the comprehensive README files: 1. Updated milestone naming consistency: - M06: '2024 Systems Age' → '2018 MLPerf' (historically accurate) - Updated Acts table to reflect correct module ranges 2. Fixed all script paths to match new naming convention: - M01: perceptron_trained.py → 01_rosenblatt_forward.py + 02_rosenblatt_trained.py - M02: xor_crisis folder → xor folder, updated script names - M05: vaswani_shakespeare.py → 01_vaswani_generation.py + 02_vaswani_dialogue.py - M06: optimize_models.py → 01_baseline_profile.py + 02_compression.py + 03_generation_opts.py 3. Enhanced M06 (MLPerf) section: - Added historical context (2018 MLCommons establishment) - Explained systematic optimization methodology - Included quantitative results (8-16× compression, 12-40× speedup) - Shows 3-script progressive optimization workflow 4. Maintained excellent 'Two Dimensions' framing: - Pedagogical Acts (WHY you're learning) - Historical Milestones (WHAT you can build) - Connection table showing how they relate Documentation hierarchy: Milestone READMEs are canonical source, website milestones.md provides overview + navigation.