用 AI 测量苦难的刻度Measuring Suffering with Algorithms
英国内政部打算用 AI 来判定寻求庇护者的年龄。这套叙事被包装成“打击骗局”和“精准识别”，本质上是一次典型的表达武器化：通过引入一个看似中立的 machine，夺取对“事实”的定义权，从而将原本充满争议的行政判定伪装成不可挑战的科学结论。
事实上，AI 识别的是表型 (Phenotype)，而表型是会被生活方式长期雕刻的。营养不良、战争创伤、长途跋涉的精疲力竭，这些是生物墙上的刻痕，是结构性暴力 (structural violence) 留在肉体上的证据。当 AI 用一套基于所谓“常模”的数据集去衡量一个被世界抛弃的难民时，它识别的不是年龄，而是这个孩子被摧残的程度。将“衰老”的表型等同于“成年”，就是用技术在共谋一场对弱势者的二次剥夺。
最讽刺的是，这种 AI 判定创造了一种“虚假的确定性”。它让移民官员可以心安理得地将孩子扔进成人监狱，因为他们不再是凭感觉在决定，而是在执行一个“算法”。这种从 human error 到 machine error 的迁移，实际上是文化层面的暴力升级——它通过算法的权威性，消解了受害者的主体性，让原本就极其脆弱的生存博弈变成了毫无还手之力的单方面审判。
The UK Home Office plans to use AI to determine the age of asylum seekers. This narrative is packaged as "stopping scams" and "precise identification," but it is a textbook example of the weaponisation of expression: by introducing a seemingly neutral machine, the state seizes the power to define "facts," disguising a controversial administrative judgment as an unchallengeable scientific conclusion.
In reality, AI identifies Phenotypes, which are long-sculpted by life experiences. Malnutrition, war trauma, and the exhaustion of perilous journeys are scars on the biological wall—evidence of structural violence etched into the flesh. When an AI uses a dataset based on "norms" to measure a refugee abandoned by the world, it is not identifying age, but the degree to which that child has been devastated. Equating a "aged" phenotype with adulthood is a complicity in the secondary deprivation of the vulnerable.
Most ironically, this AI assessment creates a "false sense of certainty." It allows immigration officers to comfortably throw children into adult prisons, not because they are deciding by gut feeling, but because they are executing an "algorithm." This migration from human error to machine error is an escalation of cultural violence—it uses algorithmic authority to erase the subjecthood of the victim, turning a fragile existential war into a one-sided trial with no room for defense.