System 2 reasoning capabilities are nigh

Autor: Lowe, Scott C.
Rok vydání: 2024
Předmět:
Druh dokumentu: Working Paper
Popis: In recent years, machine learning models have made strides towards human-like reasoning capabilities from several directions. In this work, we review the current state of the literature and describe the remaining steps to achieve a neural model which can perform System 2 reasoning analogous to a human. We argue that if current models are insufficient to be classed as performing reasoning, there remains very little additional progress needed to attain that goal.
Databáze: arXiv