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The Problem

“I did a lit search, my supervisor did a lit search, and a collaborator did a lit search. We couldn't find where anyone had done this before. Then I found papers from the 80s where they studied this - they just called it by a different name.”

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60%

of research replicates known work

Don't spend 2 years on a thesis only to discover it's been done. Know what's truly novel before you start.

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saved per literature review

Stop manually searching through thousands of papers. Get terminology variations and gaps surfaced instantly.

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more confident in novelty claims

Write “to our knowledge, this is the first...” with actual confidence. Back your claims with comprehensive gap analysis.

Avoid embarrassing “prior work exists” rejections

Find thesis-worthy gaps in minutes, not months

Strengthen grant proposals with gap evidence

Impress supervisors with thorough lit reviews

How un-kwn42 Helps

Terminology Alerts

Find work you missed under other names. Research concepts evolve - we track what they used to be called.

Gap Detection

See what hasn't been tried yet. Identify unexplored intersections between active research areas.

Research Map

Visualize explored vs unknown territory. See where the field has been and where it could go.

Example

What un-kwn42 finds for “ocean acidification”

Terminology Alert

"Ocean acidification" is also known as:

  • "seawater pH decline" (2000-2010)47 papers
  • "ocean chemistry changes" (1990s)23 papers
  • "OA" (abbreviation in recent papers)

You may have missed relevant work under these terms.

Gap Identified

Long-term acidification + genetic adaptation

Score: 92High potential

Ocean acidification effects on coral have focused on short-term stress responses. Only 3 papers examine multi-generational genetic adaptation to chronic pH changes. This gap is adjacent to active research in thermal adaptation.

Adjacent papers: Chen et al. 2023, Murray et al. 2022

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Whether you're a PhD student finding a thesis direction, a PI validating grant ideas, or an R&D team avoiding redundant experiments - un-kwn42 helps you find unexplored territory worth investigating.

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