Jun 8, 2026

New capability

Clustering single cells across two omic layers at once

Clustering single cells across two omic layers at once

Joint clustering across two omic layers

Extended to single-cell data, Synthetic Cognition clustered 206 cells using RNA expression and chromatin accessibility together, matching or beating dedicated joint-dimensionality-reduction methods built specifically for this task.

Because the engine is general-purpose, no new architecture was needed to move from bulk multi-omic data to single-cell resolution — the same knowledge-building process applied directly.

Discover trustworthy knowledge.

Trobant.AI's Synthetic Cognition is a general-purpose, explainable AI engine for translational medicine and life sciences.

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