Phase 18: Ethics, Safety & Alignment
AI From Scratch/Lesson 28/~45 minutes

Alignment Research Ecosystem — MATS, Redwood, Apollo, METR

Five organisations define the 2026 non-lab alignment research layer. MATS (ML Alignment & Theory Scholars): 527+ researchers since late 2021, 180+ papers, 10K+ citations, h-index 47; summer 2024 cohort incorporated as 501(c)(3) with ~90 sc...

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