The AI industry is transitioning from a focus on scaling large language models to practical implementation strategies emphasizing efficiency and real-world deployment. This shift involves developing smaller, specialized neural architectures and integrating AI systems into human workflows across sectors like pharmaceuticals and hardware manufacturing.
