System 2 reasoning capabilities are nigh
<|reference_start|>System 2 reasoning capabilities are nigh: 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.<|reference_end|>
@article{lowe2024system,
    title={System 2 Reasoning Capabilities Are Nigh},
    author={Scott C. Lowe},
    journal={The First Workshop on System-2 Reasoning at Scale, NeurIPS 2024},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.03662},
    primaryClass={cs.AI cs.LG}
}