Pick 2–4 artifacts of different kinds (hypotheses, models, datasets, analyses, notebooks). The collider feeds them through an LLM with a synthesis prompt and returns a novel research idea that combines their essential content. Promising sparks can be promoted to hypotheses or benchmarks.
Recent sparks
Title
Sources
Type
Novelty
Feas.
Status
Created
COX4-driven mitochondrial dynamics regulate chromatin accessibility in neurodegeneration
hypothesis, notebook, dataset
hypothesis
0.82
0.71
draft
2026-04-06 00:44
Metabolic Biomarker-Weighted Target Prioritization for Precision Neurodegeneration Therapy