ChatGPT papers hit 40% similarity β it's not AI, it's how you're using it
The right way is 'human builds the skeleton + AI collaborates', not 'AI writes + human edits'.
Your current approach vs. what peers achieve
It's not the tool β it's how you use it.
How you probably write papers today
- 1 Stare at the assignment in Word
- 2 ChatGPT: "Write me a paper about X"
- 3 Get 3000 words of generic prose, edit it manually
- 4 Citations fabricated or grabbed last-minute; similarity hits 40%
SOTA workflow β no extra spend required
- 1 Write 1 page yourself first: research question + core thesis + 3 pieces of evidence
- 2 Subagent A searches EN/CN literature in parallel; B lists evidence; C finds counter-examples
- 3 Claude builds an argument skeleton from real sources
- 4 You write per the skeleton; AI only polishes language
What gets you flagged isn't 'using AI' β it's 'letting AI replace your thinking.' Use AI to extend your research, not substitute it.
3 key actions that get you to SOTA β for free
You own the question and thesis
Research question, core thesis, evidence selection β only you can decide these. Once set, let AI expand and polish.
Parallel literature search
Have multiple Subagents search different angles (supporting / opposing / background) simultaneously β a day of lit review compressed to 30 minutes.
Verify every citation
AI occasionally fabricates references. Every key citation must be verified. Build the habit of checking each one.
Want to know your current AI-efficiency score?
Diagnosis tailored to Student / Intern scenarios β benchmark report + concrete next steps in 5 minutes
Powered by the LoreJump benchmark system, referencing Anthropic / Thoughtworks / OSSF / DX Core 4 and other authoritative sources
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