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Computational biology · Active research prototype
From protein variation
to testable design hypotheses.
Proteus unifies variant interpretation, structural intelligence, controlled molecular design and evidence provenance in one research workbench. It is built to make the origin and limits of every result visible.
Workbench access remains controlled while scientific engines and validation pathways are developed.
One workbench · Multiple engines
A continuous molecular-intelligence workflow.
Proteus is the molecular analysis and review workbench. Experimental scripts, notebooks, external models and later GPU workers can operate independently, then return structured results for comparison and evidence review.
Variant Intelligence
Load sequences, identify mutations and quantify transparent local biophysical changes before introducing model-based claims.
Structural Intelligence
Connect genuine structures and confidence measures to residues, domains, contacts, pockets and functional context.
Molecular Design
Generate constrained candidate hypotheses, compare them with wild type and disease variants, and expose every assumption.
Candidate Validation
Sequence, structure, function and experiment are separate stages. Passing one stage never implies success at the next.
Evidence Provenance
Every result retains its source, method, version, evidence grade, uncertainty, contradictions and review state.
Modular Research Engines
Variant scoring, folding, docking, evolutionary analysis and biosecurity modules remain replaceable and permission-bound.
Why it connects
Proteus is the molecular-depth layer inside a larger biological loop.
The biological architecture deliberately separates evidence review, orchestration and molecular analysis so each layer can be challenged independently.
Reviewed biological evidence
Claims, provenance, contradictions and disease-state context determine which targets or mechanisms are eligible for further reasoning.
Explore Bio-Symbology →Cross-layer orchestration
The Multi-Omic Bioreactor carries reviewed evidence through variant, cell-state, cohort and feedback reasoning while preserving uncertainty.
Explore the Bioreactor →Testable molecular hypotheses
Proteus deepens selected questions through auditable variant and structural intelligence without claiming treatment, safety or clinical effectiveness.
Scientific integrity
The interface must never outrun the evidence.
The original prototypes demonstrated a compelling workflow. Proteus is the clean reconstruction: visually ambitious, technically modular and explicit about which capabilities are real, predicted, simulated or still absent.
What exists now
A build-tested workbench foundation, shared protein and mutation models, transparent amino-acid calculations, controlled design candidates, validation stages and an evidence ledger.
What remains research
Authentic variant-effect models, real structures, folding, binding, function, toxicity, efficacy and experimental confirmation will only be added with source provenance and appropriate validation.