ByteDance is leaning heavily into AI education with Gauth — helpful tutoring or just another shortcut machine? [D]

Saw an article about ByteDance scaling up Gauth using AI-generated animations to walk students through problem-solving.

On paper, personalized visual explanations sound great for democratizing tutoring. But in practice, I wonder if tools like this actually help kids grasp core concepts, or if they just create an "illusion of competence" where students confuse watching a slick animation with actually learning.

For those working in EdTech or multimodal ML—do you see generative media actually improving comprehension, or are we just building better dopamine loops for homework help?

Source:https://www.businessinsider.com/seedance-bytedance-education-push-study-app-gauth-ai-animations-2026-7