Document reading

Claude is often a strong choice for reading long text carefully and producing structured summaries, critiques and rewritten sections. ChatGPT is strong when the document workflow also needs tables, images, coding or broader tools.

Risk of false compression

Both tools can compress away important details. Ask for citations to sections, unresolved questions, missing context and claims that need human review.

Best workflow

Upload or paste the material, ask for an evidence map, then ask for a summary. Do not start with "summarize this" if the document is important. First force the model to identify structure.

Practical recommendation

Use the same prompt in both tools. Judge the result by factual stability, tone, source discipline, structure, actionability, privacy fit and how much human editing remains. A model that wins one task can lose the next.