System 2 Reasoning Capabilities Are Nigh
Abstract
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.
Cite
Text
Lowe. "System 2 Reasoning Capabilities Are Nigh." NeurIPS 2024 Workshops: Sys2-Reasoning, 2024.Markdown
[Lowe. "System 2 Reasoning Capabilities Are Nigh." NeurIPS 2024 Workshops: Sys2-Reasoning, 2024.](https://mlanthology.org/neuripsw/2024/lowe2024neuripsw-system/)BibTeX
@inproceedings{lowe2024neuripsw-system,
title = {{System 2 Reasoning Capabilities Are Nigh}},
author = {Lowe, Scott C.},
booktitle = {NeurIPS 2024 Workshops: Sys2-Reasoning},
year = {2024},
url = {https://mlanthology.org/neuripsw/2024/lowe2024neuripsw-system/}
}