Claude could attempt these tasks before. But, because it lacked a mechanism to mathematically verify the results, the answers weren’t always incredibly accurate.

Google offers a comparable feature for its Gemini models called Code Execution, which lets the models generate and run Python code to learn iteratively from the results. OpenAI’s flagship models similarly can write and execute code via a capability that the company calls Advanced Data Analysis.