AI summaries

Give a summary a specific job before deciding how short it should be. Start with the source-checking article to shape a focused request, inspect the input, and test the important claims in the result. Use a familiar article for the first attempt so you can judge whether the note preserves the meaning you need.

Continue to the local LLM workflow when you want to evaluate a different setup for the same task. Keep the source, question, reviewed answer, and unresolved limits together. Compare the preparation and checking work across a small set of examples. Retain the approach when the resulting notes help you choose a passage, recover an argument, or return to purposeful reading.