AlphaCodium outperforms direct prompting of OpenAI's o1 on coding problems

AlphaCodium, created by Qodo, effectively enhances OpenAI's o1 model capabilities by implementing a novel code generation process leveraging System 2 thinking. The tool shows a significant improvement in solving coding problems with greater accuracy through a structured iterative approach, moving beyond quick intuitive responses to reasoned and validated solutions.

• AlphaCodium increased GPT-4 accuracy from 19% to 44%
• System 2 thinking involves deliberate and reasoned processes
• AlphaCodium is open-sourced for community use
• o1 performs better within the AlphaCodium framework
• Qodo is committed to code integrity and development