@techreport{syme2023gpt-,
author = {Syme, Don},
title = {GPT-4 Equipped with Numeric Calculation},
institution = {GitHub},
year = {2023},
month = {May},
abstract = {GPT-4 with Calc



An exploration of using calculation generation to improve GPT-4's capabilities for numeric reasoning.




GPT-4 is weak at calculating with numbers, compared to other resasoning capabilities. It makes mistakes that lead to problematic user experiences on texts involving basic numeric problems. We describe a simple, general technique to address this, by adding a step generating calculation code, apply it to some widely reported real-world failures of GPT-4-based AI, do some evaluation and discuss related issues.},
url = {http://approjects.co.za/?big=en-us/research/publication/gpt-4-equipped-with-numeric-calculation/},
number = {MSR-TR-2023-48},
note = {https://github.com/githubnext/gpt4-with-calc/blob/main/docs/report.md},
}