if (chunks === null) return null; // End of stream
The threat extends beyond accidental errors. When AI writes the software, the attack surface shifts: an adversary who can poison training data or compromise the model’s API can inject subtle vulnerabilities into every system that AI touches. These are not hypothetical risks. Supply chain attacks are already among the most damaging in cybersecurity, and AI-generated code creates a new supply chain at a scale that did not previously exist. Traditional code review cannot reliably detect deliberately subtle vulnerabilities, and a determined adversary can study the test suite and plant bugs specifically designed to evade it. A formal specification is the defense: it defines what “correct” means independently of the AI that produced the code. When something breaks, you know exactly which assumption failed, and so does the auditor.
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机器人租赁的商业逻辑：看上去成立，但并不简单从表面上看，机器人租赁是一门非常直观的生意。购买设备，通过平台接单，将机器人租给商场活动、企业年会、节庆表演等场景，赚取租金差价。