Most people think of verification as a cost, a tax on development, justified only for safety-critical systems. That framing is outdated. When AI can generate verified software as easily as unverified software, verification is no longer a cost. It is a catalyst.
Most critical software today works, maintained by talented engineers using testing, code review, and hard-won experience. The problem is not that everything is broken. It is that AI is changing the scale and speed of software production faster than our ability to verify it. What works at human pace may not survive AI pace.
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乔忠良：不止焊接场景，在工业具身高精度任务下，难点在于让模型知道物理世界的真实尺度。
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