A public debate led by Dr. Vijender Chauhan spotlights a crucial question: do AI systems like ChatGPT mirror caste-linked biases found in historical data, media, and scholarship? This analysis explains how representational and allocative biases can emerge from skewed datasets and why this matters for everyday users seeking education, credit, or social services. Anchored in…