奖励工程：人工智能工程师的新兴技能

Richard Socher and Bryan McCann highlight a fundamental shift in AI interaction in their report, 'AI Predictions for 2026.' The era of simple Large Language Model chatbots is transitioning to sophisticated, autonomous AI agent ecosystems. This transformation signifies a move from 'Chat-Engines' (systems you converse with) to 'Do-Engines' (systems that autonomously complete tasks for you). To facilitate this shift, Socher and McCann predict the emergence of a new specialization known as reward engineering, aimed at optimizing the behavior and decision-making processes of AI systems for more efficient task execution. This skill is poised to become a crucial component for future AI engineers.