AI and Machine Learning Advances

Biotechnology is referred to as one of the world’s most innovative and dynamic sectors, with technological and scientific advancements transforming the energy, agriculture, healthcare, and environmental sustainability industries. Meanwhile, the convergence of artificial intelligence (AI) and biotechnology is believed to revolutionize warfare, defense, and military interventions. By the year 2028, this union/ fusion might offer beneficial outcomes such as superior biosensors, neural interfaces, and bioengineered organisms capable of redefining the dynamics on the battlefield. The development of biotechnological innovations, along with the use of artificial intelligence in soft robotics, presents tremendous benefits for military enhancement such as neural warfare, increased surveillance, and bio-engineered soldiers. This evolution/advancement has specific associated challenges, such as ethical, operational, and security concerns. This paper intends to present a comprehensive analysis of the future of biotechnology driven by AI, with a vision extending to 2028 and beyond, most notably the associated positive and negative influence of widespread A-driven biotechnological advancements that have been explored. In other words, the expected role of biotechnology integrated with AI in military and defense strategy is being analyzed in this study