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Can LLMs earn $1M from real freelance coding work?


A new benchmark tests AI’s ability to complete real-world tasks.

In just two years, language models have advanced from solving basic textbook computer science problems to winning gold medals in international programming competitions—so it can be difficult for leaders to understand the current state of AI’s capabilities. This methodology provides a realistic picture of how well current AI models can handle the kinds of software engineering tasks that companies actually pay humans to do. This study demonstrates both the incredible progress AI has made and the significant challenges that remain before teams can fully automate coding tasks.

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