What Can Neural Networks Reason About? — mentioned by chaxor

Thu, 25 May 2023 01:05:15 GMT

Perhaps, but taken with other works in the area, a better picture does emerge regarding this claim. Substantial works already showing reasoning capabilities in GPT-4, which show that these models do reason very well - near human performance for many causal reasoning tasks. (1) Additionally, there is a mathematical proof that these systems align with dynamic programming, and therefore can perform algorithmic reasoning. (2,3) 1) https://arxiv.org/abs/2305.00050.pdf 2) https://arxiv.org/pdf/1905.13211.pdf 3) https://arxiv.org/pdf/2203.15544.pdf

Paper and discussion history. A mention is not an endorsement.

What Can Neural Networks Reason About? — mentioned by chaxor

Thu, 25 May 2023 01:01:18 GMT

There are substantial works already showing reasoning capabilities in GPT-4, which show that these models do reason extremely well - near human performance for many causal reasoning tasks. (1) Additionally, there is a mathematical proof that these systems align with dynamic programming, and therefore can do algorithmic reasoning. (2,3) 1) https://arxiv.org/abs/2305.00050.pdf 2) https://arxiv.org/pdf/1905.13211.pdf 3) https://arxiv.org/pdf/2203.15544.pdf

Paper and discussion history. A mention is not an endorsement.

What Can Neural Networks Reason About? · HackerPapers discussions

What Can Neural Networks Reason About? — mentioned by chaxor

What Can Neural Networks Reason About? — mentioned by chaxor