Future Trends

Future Outlook: Evolutionary Trends and Long-term Thinking of AI Programming Assessment

As the final article in the series, this article reconstructs the future route of AI Coding Mentor from the perspective of engineering decision-making: how evaluation objects evolve, how organizational capabilities are layered, and how governance boundaries are advanced.