Edtech Insiders
Edtech Insiders
Alex Sarlin and Ben Kornell
AI Doesn’t Learn Alone: Dr. Magdalena H. Gross of Mercor on Human Intelligence
21 minutes Posted Mar 30, 2026 at 12:00 pm.
What “human data” really means: experts training AI through deep domain knowledge
From binary labeling to reinforcement learning: how AI training now mirrors human learning
Spiral curriculum at scale: how experts and AI both improve through repetition and complexity
Cognitive modeling: making expert thinking visible to accelerate learning
Breaking down reasoning: categorizing how humans think across domains
Why interdisciplinary thinking drives breakthroughs in humans and AI
The future of human data work: expanding alongside the growth of human knowledge
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Send us Fan Mail Dr. Magdalena H. Gross of Mercor is a Stanford-trained scholar and a leader in AI education. With a unique ability to understand how people think, she helps experts translate deep human knowledge into AI-ready systems. She designs AI curricula and training programs that empower individuals and organizations, while also leading in community arts and muralism. Learn more about her work at www.magdalenagross.com. 💡 5 Things You’ll Learn in This Episode: How human experts actuall...