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Mission section: boxed mission statement, AI engineering definition, Hennessy/Patterson & Andrew Ng acknowledgment, 1M learner goal with log-scale star history chart, star-on-GitHub ask. New "How We Teach" section: four pillars + expanded stats strip (chapters, lecture decks, TinyTorch modules, universities). People page: restructured as credits — featured founders (Vijay + Kari), Global Outreach (Marco, Brian, Marcelo, Jeremy), Global Educators compact grid, edX instructors. Initials fallback for missing avatars. Events page: simplified from 250 lines to 3 cards + CTA linking to tinyml.seas.harvard.edu as the operational hub. Community page: renamed outreach section, added "Become a Member" CTA. Partners page: updated to AI engineering framing. New license page: multi-license structure (CC-BY-NC-SA for content, Apache 2.0 for TinyTorch, AGPL v3 for StaffML). Fixed root LICENSE.md from CC-BY-NC-ND to CC-BY-NC-SA to match intent. Updated README badge to match. Navbar: reordered About dropdown (Mission → Our Story → People → Contributors → License). Stripped textbook accent-bar headers from site pages via CSS overrides. Threaded "AI engineering" consistently across all page heroes and taglines.