Source: Judge Schlegel’s Substack

Judge Schlegel explores the evolution of automation technologies, focusing on the shift from human oversight to fully autonomous systems. The article explains that many automated systems initially relied on "human in the loop" processes, ensuring human input in critical decision-making phases. However, with advancements in AI, some systems are moving beyond this model, raising questions about ethical governance and reliability.

The piece discusses how sectors like finance, healthcare, and transportation are beginning to adopt these autonomous systems, showcasing improved efficiency but also sparking concerns about accountability when errors occur. Schlegel argues that while autonomy enhances scalability and reduces human error, it also necessitates robust regulatory frameworks.

Balancing innovation with ethical standards is essential, and the piece highlights ongoing debates about liability when AI replaces human decision-makers. The author concludes by emphasizing the importance of collaboration between technologists, lawmakers, and society to shape the future of automation responsibly.