Synthetic biology and artificial intelligence are ushering in a new era of healthcare. In the specific context of bioengineering, organoids, brain-computer interfaces, ethical considerations are particularly salient. Challenges such as data inadequacy, and unintended bias can undermine the reliability and fairness in decision making. Additionally, cultural barriers and ethical concerns related to nonmaleficence, autonomy, and justice must be carefully considered. To fully realize the benefits of this technological synergy, a multidisciplinary approach is necessary, involving scientists, engineers, ethicists, and policymakers. Transparent and accountable AI systems are essential to mitigate biases, protect privacy, and avoid unintended consequences. By proactively addressing ethical concerns and developing robust regulatory frameworks, we can harness the power of these technologies for the betterment of humanity.