Subhabrata Dutta

The FIL Hypothesis: Inductive Biases Help with Kernel Engineering

Nikolai Rozanov, Subhabrata Dutta, Preslav Nakov, Iryna Gurevych

The Bitter Lesson, which posits that general-purpose methods that scale with computation and data ultimately outperform those with built-in human knowledge, has become a dominant paradigm in the era of Large Language Models. We revisit this principle by observing a new and critic…Read more