Genetic engineering of animals offers both potential welfare improvements and new risks that require careful ethical and scientific evaluation.
The relationship between genetic engineering and welfare is complex. Modifications that eliminate the need for painful procedures like dehorning represent genuine welfare gains. But engineering for faster growth or higher productivity often produces animals with compromised welfare. The technology is a tool whose welfare implications depend entirely on the goals pursued and the oversight applied.