Four tool types, four jobs
| Type | Best job | Examples |
|---|---|---|
| General assistant | Questions, explanations, outlines, feedback | ChatGPT, Claude, Gemini |
| Evidence search | Finding and comparing scholarly sources | Consensus, SciSpace |
| Academic workspace | Drafting beside a source library | Jenni, Paperpal |
| Editing utility | Clarity, grammar, paraphrasing, citations | Grammarly, QuillBot |
Choose from the bottleneck
If you do not understand the topic, start with a general assistant in a learning-oriented mode. If you lack evidence, move to a scholarly search tool. If your sources are organized but the draft is unwieldy, use an academic workspace. If the reasoning is finished and the prose needs polish, use an editor.
Adding more tools is not automatically better. A small workflow with explicit handoffs is easier to verify.
The reliable handoff
Use a chat assistant to produce search vocabulary, not references. Use a research tool to locate papers, not write the conclusion. Save accepted evidence with page-level notes. Draft the argument yourself. Then use an editor to flag ambiguity and mechanical errors.
Red flags
- The product hides the source behind an untraceable summary.
- A citation has no DOI, author, or recoverable record.
- The tool promises guaranteed grades, undetectable text, or plagiarism avoidance.
- A rewrite changes certainty, causation, population, or scope.
- You could not explain the final paragraph without reopening the AI chat.
The one-sentence rule
If you cannot verify it, explain it, and disclose how it was produced, it is not ready to submit.