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Lesson Content

Why "summarize this" produces weak results.

Generic requests produce generic responses. "Summarize this document" gives ChatGPT no guidance about what matters for your purpose – so it produces a comprehensive overview that may contain what you needed but requires you to filter for it. Specific questions produce targeted answers.

Specific-question extraction.

"I am reviewing this report before a client meeting. Answer these specific questions: (1) What are the top three recommendations? (2) What financial figures are cited? (3) Are any risks flagged I should be prepared to discuss?"

Action item extraction from long documents or email threads.

"Here is [document/email thread]. Extract: (1) every action item and who is responsible, (2) every deadline mentioned, (3) every decision that was made, (4) any open questions not resolved. Format as four separate lists."

Depth spectrum – calibrating summary length.

• Headline (1-2 sentences): "What is the single most important thing I need to know from this document?"
• Executive summary (bullets): "Summarize the five key points in bullets – each under 20 words."
• Working summary: "Summarize the main content in a paragraph I can share with my team."
• Section-by-section: "Summarize each major section, noting key data and recommendations."

ChatGPT file upload for direct summarization.

ChatGPT Plus (and some free tier users, depending on current feature access) allows you to upload documents directly. Instead of pasting content, you upload a PDF, Word document, or text file and ask questions directly about it. Verify current file upload capabilities at openai.com.