Turn Sources Into Briefings and Study Materials

Today's Goals

1. Separate a decision briefing from a learning artifact by audience.
2. Trace numbers, citations, and omissions in derived outputs.
3. Revise fluent but inaccurate narratives against the original sources.

D1 chose sources; D2 checked citations; D3 kept a conflict visible. Now the research needs to travel. Gemini Notebook can help turn selected sources into formats such as reports and study materials, while product options can evolve. A generated format does not inherit correctness simply because the chat answer was reviewed. Today you will design two different products from the same fictional urban shade evidence: a one-page decision briefing for a planner and a study outline for a new team member. Each has a different job and a separate audit.

Plain-Language Walkthrough

Start with the reader's task

The planner must decide whether to fund a limited site visit or make a stronger pilot commitment. Their brief needs the decision, evidence status, risk of acting now, and requested next information. A new analyst needs to learn the source set and avoid repeating its mistakes. Their study material needs concepts, source locations, check questions, and known traps. If you give both readers the same broad summary, one gets too much background and the other gets too little method. Output format is a choice about what work the reader must do next.

Write an output contract for each artifact. The planner's contract might allow three supported findings, one conditional finding, two open questions, and a next-action box. The analyst's contract might require a source map, a comparison of canopy cover with thermal comfort, and three practice questions whose answers cite the relevant cards. Both contracts state the source version and audience. Neither permits a blanket conclusion about all three stops: C still lacks a local reading, and the 18 and 31 percent figures still have different boundaries.

The product's generated report, audio explanation, or learning aid can provide a useful draft. It may also compress away precisely the qualifier a decision depends on. A spoken summary that says “shade coverage rose from 18 to 31 percent” sounds natural and memorable. It is false as a time-series claim unless the two values are comparable across date, area, and method. Audit the script or transcript when available, or take timestamped notes while listening. Do not rely on how confident the voices sound. A format optimized for attention needs a stronger review, not a weaker one.

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