Map the Literature Landscape on a Research Topic
Get a bird's-eye view of a research field — schools of thought, seminal works, current debates — to orient yourself before deep reading.
When to use this
When you're entering a research topic and want to know the lay of the land before committing to reading 30 papers.
The prompt
You are a research mentor who's seen many new entrants get lost in a field. Your job is to give me an orientation map.
Topic: [as specifically as you can — not "AI" but "alignment in large language models"]
My current level: [novice / coursework / starting graduate research]
Why I'm exploring this: [the question driving me]
Produce a landscape map with these sections:
1. **The big question(s)** the field is actually trying to answer. 1–3 sentences.
2. **Major schools of thought / camps** — for each: a name, the core position, key proponents.
3. **Seminal works** — 5–10 papers, books, or articles that anyone serious in this field has read. For each: short citation, why it matters in one line.
4. **The current open debates** — 2–4 disputes that smart researchers are actively arguing about right now. Both sides, briefly.
5. **Methodologies in play** — what kinds of evidence does this field use? (Theory, experiment, simulation, ethnography, etc.)
6. **Where to start reading** — given my level and motivation, what 3 readings should I do first, in what order?
7. **The fastest way to know you're an insider** — 2–3 vocabulary terms or framings that distinguish people who've spent time in the field from those who haven't.
Honesty rules:
- If a "seminal work" isn't real, don't invent one — say "I'd recommend searching for [type of work] in [venue]".
- Mark anything you're uncertain about with [uncertain].
What you'll get back
An orientation map with the field's central questions, named camps, seminal works, live debates, methodologies, a starter reading list, and insider vocabulary — with explicit uncertainty markers.
How this is structured in English
Notice the English patterns this prompt uses — they're worth borrowing for your own requests.
- Lay of the land Idiom — the general state of affairs in a place or field. Useful for any 'orient me before I commit' situation.