Racing’s crisis intensifies as Lord Allen quits BHA role after just six months

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陳闖創說,針對華人社群的無證移民,其中一類是在報到的時候被捕,「近三個月,向ICE不定期報到的人,被抓的例子是多了起來,尤其是當事者中有移民違規的情況,例如沒有定期報到,錯過一次就有可能被抓。」而另一類則是ICE懷疑涉及刑事紀錄、獲得搜查令後上門進行拘捕。

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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.

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