Quick literature review

Summarizes what is known about a technical topic, the main approaches and the open questions.

Use it when
Getting up to speed on a research area before building.
What you fill in
  • topic The topic or question
  • level Your background
Give me a literature review on topic for someone with this background: level.

Cover: the core problem; the 3 to 5 main approaches, with the key papers or projects you know for each (title, year); how they compare on accuracy, cost and complexity; what is settled versus contested; and the open questions.
Mark any citation you are not certain exists so I can verify it. End with a reading order of 5 sources.
Before you answer, check your draft against every instruction above and fix anything that misses.
Replace each highlighted input with your details before you send it.
Why it works
  • Organizes by approach, not by paper.
  • Separates settled from contested.
  • Flags uncertain citations to avoid fabricated references.