arXiv:2511.01202v5 Announce Type: replace-cross
Abstract: Despite the empirical successes of Large Language Models (LLMs), the prevailing paradigm is heuristic and experiment-driven, tethered to massive compute and data, while a first-principles theor…
arXiv:2511.01202v4 Announce Type: replace-cross
Abstract: Despite the empirical successes of Large Language Models (LLMs), the prevailing paradigm is heuristic and experiment-driven, tethered to massive compute and data, while a first-principles theor…
arXiv:2511.01202v3 Announce Type: replace-cross
Abstract: Despite the unprecedented empirical triumphs of LLMs across diverse real-world applications, the prevailing research paradigm remains overwhelmingly heuristic and experimentally driven, inextri…