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An essay revisiting Fred Brooks' 1986 'No Silver Bullet' argument, explaining why AI coding tools still cannot deliver order-of-magnitude productivity gains because they only address accidental complexity, not the essential conceptual work of software engineering.
该论文指出，对于当前的编码智能体，验证解决方案比生成解决方案更为困难，且任何固定的奖励函数都无法随着能力增长而持续有效。作者通过四种奖励构建的实验表明，针对性的验证设计可以抑制奖励黑客行为并提升任务完成质量。