# Biology as an Engineering Discipline
**Entity class:** Scientific-transition concept
**Domain:** Biotechnology / Engineering
**Maturity:** Developed
## Definition
Biology becomes an engineering discipline when living systems can be measured, modeled, designed, built, tested, and iteratively improved against explicit objectives.
## Mechanism and significance
The transition does not eliminate uncertainty; it makes uncertainty part of a design loop whose interventions can have organismal and ecological consequences.
## Relationships
- **Research dossier:** [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]]
- **Ontology route:** [[ASI and RSI Timeline Ontology#Computational Biology and Virtual Cells|Computational Biology and Virtual Cells]]
- **Primary fields:** [[AI-Driven Biology]] · [[Cellular Digital Twins]] · [[Computational Biology]]
- **Adjacent concepts:** [[Bioinformatics]] · [[Programmable Biology]] · [[Biological Simulation]] · [[Personalized Cellular Simulation]]
## Sources and provenance
- [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — immediate source for this node's role in the broadcast research map.
## Evidence boundary
The research dossier establishes why this entity or concept belongs in the Moonshots ontology. Time-sensitive organizational, product, policy, and performance claims should be checked against the linked primary source or a current authoritative source before reuse as settled fact.