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LKY LENS / CONCEPT EXPLORATION

A clearer view
of the evidence.

Turn a research question into a thoughtful collection of papers, findings, and source-linked evidence.

An early product concept for students and researchers reading across scientific literature.

Explore the concept See the proposed workflow
CONCEPT PREVIEW
RESEARCH QUESTION

What makes an AI answer easier to verify?

Evidence viewSources3 curated sources
01
RETRIEVAL

Bring relevant material into the answer.

Lewis et al. / 2020

02
CITATION QUALITY

Check what a citation actually supports.

Gao et al. / 2023

03
CONTEXT USE

Look beyond how much text fits.

Liu et al. / 2023

Manually curated · abstracts only
Keep the source in sight.A finding, a passage, a place to check.
A research workspace, thoughtfully imagined.DISCOVER / COMPARE / TRACE
01 / THE IDEA

From scattered papers
to a considered perspective.

LKY Lens is a proposed workspace for understanding how a collection of studies relates to your question. The focus is on visible sources, meaningful comparisons, and your own review.

01

Search with a question.

Start with what you want to understand. Define scope and keywords, then inspect why each paper may be relevant.

02

Compare the conditions.

Put methods, populations, outcomes, and limitations side by side. Different findings deserve context before a conclusion.

03

Trace the reasoning.

Connect a finding to its original passage and source location. Keep abstract-based notes distinct from full-text review.

02 / PROPOSED WORKFLOW

A question.
A trail of evidence.
Your judgment.

Designed for the moments between finding a paper and knowing what to make of it.

INITIAL AUDIENCE

Korean-speaking students and early researchers working with English-language scientific papers.

  1. 01

    Frame the question

    Clarify what you want to compare, which studies matter, and where the search should begin.

  2. 02

    Build a reading set

    Discover candidate papers and choose a small collection to examine closely.

  3. 03

    Make the evidence visible

    Extract comparable fields from accessible text, connect them to passages, and flag missing information.

  4. 04

    Review and carry it forward

    Check the original sources, edit the notes, and assemble a brief with references and open questions.

03 / EXPLORE AN EXAMPLE

Follow a finding to its source.

Select a paper to see how a source-linked evidence card could work.

Curated concept demo · 3 real papers · abstract-based notes · no live search or AI processing
ABSTRACT ONLY

ABSTRACT-BASED FINDING

ORIGINAL PASSAGEarXiv abstract
Open the original source
SCOPE TO KEEP IN MIND

A small, manually assembled example of the concept. It does not evaluate current Claude models.

04 / WHERE THE IDEA STANDS

A focused beginning.
Room to grow.

LKY Lens is at the concept exploration stage. This website presents a proposed direction and a browser-based, curated demonstration.

CURRENT

Concept & source-linked example

Product framing, a bilingual introduction, and a static example built from three public research abstracts.

PROPOSED NEXT STEP

A small research prototype

Paper discovery, structured extraction from accessible documents, and editable evidence notes. A proposed Claude-assisted workflow would support question framing and synthesis.

POSSIBLE LATER DIRECTION

Reusable research workspaces

Saved projects, shared review, and updates as new literature appears. Scope would depend on what early users actually need.

LKY SEARCH GROUP / LKY LENS

Better questions.
Clearer perspectives.

Questions or feedback about the concept? Get in touch.

CONTACTfounder@
lkysearchgroup.com