Commit to a One-Page AI Data Science Charter
Create a specific when-then commitment to draft an AI data science charter before modeling begins.
Write a six-line AI data science charter before starting the notebook for a real model, forecast, segmentation, or LLM-assisted analysis request. an AI data science request where the decision, data boundary, metric, or deployment use is not yet fully explicit Draft these six lines before modeling: 1. Decision this work will change. 2. Action owner and action options. 3. Prediction or analysis target with time horizon. 4. Data sources and exclusions. 5. Primary metric tied to error cost. 6. Deployment or review path, including the first human control. Keep it to one page and ask the requester to confirm the…
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