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Saved February 14, 2026
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The article discusses how to improve an AI's accuracy in date-related tasks by introducing a deterministic script. It highlights the AI's initial mistakes with dates and outlines the process of correcting it by having the AI write and update its own code. This approach emphasizes leveraging the AI's coding abilities to enhance its performance.
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The author shares a hands-on experience with an AI, Claude, which struggles with understanding the current date and managing calendar events. The initial task involved running the `date` command to find the current week and checking the calendar for scheduled workdays and meetings. Claude misinterpreted the date, listing events for January 13 instead of January 12, leading to frustration. The author identifies this as a failure in the AIโs date math abilities and sets out to solve the problem.
To address the errors, the author first prompts Claude to explain what went wrong. Claude realizes it used the wrong date range in its command for gcalcli. Recognizing that the AI's weaknesses in date calculations can be mitigated through programming, the author instructs Claude to create a script that calculates the weekโs start and end dates. After some trial and error, including fixing issues with the script, the author guides Claude to update its internal instructions to rely on the new script instead of its flawed logic.
The final step involves clearing Claude's memory of previous methods, ensuring it only retains the correct approach moving forward. The author emphasizes the importance of determinism in programming AI, pointing out that while Claude struggles with certain calculations, it excels at writing code. With proper guidance, the AI continually improves, demonstrating a productive partnership between human input and AI capabilities.
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