2 papers
cs.AI2026
Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation
Sarthak Harne, Chinmay Karkar, Yash Pandya +2
Self-distillation (SD) has emerged as a compute-efficient alternative to reinforcement learning with verifiable rewards: a self-teacher, conditioned on privileged information (PI)…
cs.LG2025
Future Is Unevenly Distributed: Forecasting Ability of LLMs Depends on What We're Asking
Chinmay Karkar, Paras Chopra
Large Language Models (LLMs) demonstrate partial forecasting competence across social, political, and economic events. Yet, their predictive ability varies sharply with domain stru…