春节AI红包,本质是一场大规模微数据收割行动

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At IBEW Local 26 near Washington, D.C., which sits at the heart of the data center capital of the world—northern Virginia—membership has doubled since 2018 to more than 14,700 electricians. Apprentices start at roughly $26 an hour. By the time they complete their training, journeyman electricians earn about $59.50 an hour—more than $120,000 a year—plus benefits that often include health insurance and a pension. Add in overtime hours, or being a foreman, and electricians can make closer to $200,000 a year.,这一点在safew官方版本下载中也有详细论述

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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.