Fractal Neurons deploys private Dedicated Research Instances (DRIs) that retrieve scientific knowledge through structural similarity of mechanisms rather than textual proximity. This enables researchers to discover functional relationships across experiments, datasets, and disciplines that traditional search cannot reveal.