Скачать или смотреть Your AI Is Biased (Here’s the Math)

A concise, cinematic explainer that peels back the math behind AI bias — from amplification and selection bias to conflicting fairness metrics like demographic parity and equal opportunity. Using animated visuals, datasets→algorithms→outputs graphics, and an older British male voiceover, this 1:05 video shows how biased training data creates unequal outcomes and what researchers are doing: audits, debiasing algorithms, transparency reports, and more diverse datasets. Perfect for AI-curious learners wanting a clear, math-focused view of algorithmic fairness. Like and share if this helped you understand how numbers shape decisions. #AIBias #MachineLearning #AlgorithmicFairness #DataScience #AIethics #ai #mathmagic