Posts by Shomit Ghose

by Shomit Ghose Scaling: Thinking Globally and Acting Locally For much of the past decade, AI progress has been defined by scale: larger models trained on ever greater amounts of data and compute. The paradigm of “more parameters, better performance” has driven notable advances but is now showing signs of saturation. Empirical scaling laws, such…