Artificial intelligence is moving beyond assisting humans toward autonomously executing complex engineering and scientific tasks.
Through real-world examples and emerging research, this talk explores how agentic systems, autonomous feedback loops, and self-improving workflows are transforming both software engineering and scientific research, opening the door to a new era of machine-driven innovation.