AI agents arrived in 2025: here’s what happened and the challenges ahead in 2026

The year 2025 marked a decisive shift in AI. Systems once confined to research labs and prototypes began to appear as everyday tools. At the centre of the transition was the rise of systems that can use other software tools and act on their own.