Our citation audit was accepted at a NeurIPS 2026 workshop. Read the paper โ†’

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Ask a research question and answer a few clarifying ones. Mendel retrieves up to 300 papers, writes a set of hypotheses, then forks and merges them over several rounds, scoring each on evidence, feasibility, impact and novelty. Watch the family tree grow, open any branch, and read the strongest as a full research proposal.

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Illustrative example
Research question

Which chromatin-remodelling dependencies are synthetic lethal with ARID1A loss in ovarian clear cell carcinoma?

article300 papers psychology12 hypotheses alt_routeRound 4
Fetching papersโ†’ Generatingโ†’ Evolvingโ†’ Convergingโ†’ Done
hubHypothesis family tree Root Guided fork Random fork Guided merge Random merge Pruned
Root ยท gen 0
ROOT0.61

Broad SWI/SNF inhibition

Target core subunits across clear cell carcinoma models.

Ev 0.64 ยท Fe 0.58 ยท Im 0.55 ยท No 0.62
Gen 1
GUIDED FORK0.78

ARID1B paralog dependency

Residual BAF complexes rely on ARID1B.

PRUNED0.52

Generic checkpoint blockade

Not specific to the ARID1A-mutant lineage.

Gen 2
RANDOM FORK0.74

SMARCA4/SMARCA2 ATPase dependency

Loss of both ATPases collapses remaining remodelling.

GUIDED FORK0.71

ncBAF component BRD9

An orthogonal synthetic-lethal axis.

Top hypothesis
#1 ยท Guided merge0.86

Combined ARID1B and SMARCA2 dependency in ARID1A-null cells

Merges two branches: test dual knockdown against single knockdowns in ARID1A-mutant and wild-type lines.

Evidence 88%Feasibility 84%Impact 79%
View full proposal โ†’
infoIn Mendel, every node opens to its scores and can be evolved for more rounds Proposals download as Markdown or PDF
Research

We audited our own AI scientist.

When Mendel revised a hypothesis, the step doing the revising was handed a different list of papers from the step that wrote the original. In 17 of 18 research questions the two lists shared no paper, and a word-overlap step filled most of the revised bibliography afterwards. Nothing errored, and the citations looked fine. We measured it and changed the revising step to read the same relevance-ranked papers.

Read the paper โ†’
17 of 18
questions affected
89%
of a revised hypothesis's citations attached afterwards
+0.073
relevance of chosen evidence after the change
The workspace

The evidence your lab reasons from.

Save papers from search into shared workspaces. Each paper opens with its abstract, a note on why it's relevant, highlights, methods and key concepts. Ask Mendel questions across everything you've saved, and its answers cite the papers they draw on.

Mendel ยท workspace
Illustrative example
Library / ARID1A synthetic lethality 14 papers
chevron_left1 / 14chevron_right Remove Read papernorth_east
1 ยท 2024

Residual BAF complexes in ARID1A-deficient tumours

Shows which subunits ARID1A-null cells still depend on.

2 ยท 2023

Paralog dependencies across SWI/SNF-mutant cancers

CRISPR screen evidence for ARID1B and SMARCA2.

3 ยท 2022

Chromatin accessibility in clear cell carcinoma models

Baseline profiles for ARID1A-mutant lines.

Residual BAF complexes in ARID1A-deficient tumours

Abstract

Loss of ARID1A leaves cells reliant on the remaining BAF complexes. We map which subunits those complexes require and test their loss across a panel of ARID1A-mutant and wild-type lines.

Why it's relevant

Directly tests the paralog dependencies your question is about.

Highlights

  • ARID1B loss is selectively lethal
  • Effect absent in wild-type lines

Methods

CRISPR knockoutCo-IP

Key concepts

BAF complexsynthetic lethality
auto_awesomeAsk Mendel
โœฆ Hello. I've indexed the 14 papers in this workspace. How can I help you synthesize this literature today?
Which papers support an ARID1B dependency?
Two do. Residual BAF complexes in ARID1A-deficient tumours shows the effect directly, and Paralog dependencies across SWI/SNF-mutant cancers finds it in a screen.
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