NEW DELHI — India is uniquely positioned to emerge as the global leader in diffusing Artificial Intelligence (AI) technology and deploying it at unprecedented scale to impact everyday lives, according to Nandan Nilekani, Chairman and Co-founder of Infosys. Speaking at the prestigious Bloomberg New Economy Forum 2026 in New Delhi, Nilekani offered an optimistic, pragmatic […]
Beyond the Bell Curve: Revolutionizing Probabilistic Forecasting with Diffusion Models
Main Facts: The Structural Flaw of Traditional Forecasting For decades, the standard approach to time series forecasting has relied on a fundamental, yet deeply flawed, mathematical assumption: that uncertainty can be neatly packaged into a single, symmetric bell curve. Whether training models using Mean Squared Error (MSE) or implementing standard Gaussian negative log-likelihood (NLL) loss, […]