HAI Weekly Seminar with Michelle Spektor
Quantifying the “National Physique”: Deterioration, Degeneracy, and the British National Anthropometric Survey, 1904
Get the latest news, advances in research, policy work, and education program updates from HAI in your inbox weekly.
Sign Up For Latest News
Quantifying the “National Physique”: Deterioration, Degeneracy, and the British National Anthropometric Survey, 1904
The AI Index, currently in its ninth year, tracks, collates, distills, and visualizes data relating to artificial intelligence.

The AI Index, currently in its ninth year, tracks, collates, distills, and visualizes data relating to artificial intelligence.
The possibility that AI will automate most cognitive labor is worth taking seriously. How should we adapt to this transformation? I start from the perspective, articulated in the essay “AI as normal technology”, that the true bottlenecks lie downstream of capabilities and that AI’s impacts will unfold gradually over decades. If this is true, there are major gaps in our current evidence infrastructure, because it over-emphasizes the capability layer.
.png&w=1920&q=100)
The possibility that AI will automate most cognitive labor is worth taking seriously. How should we adapt to this transformation? I start from the perspective, articulated in the essay “AI as normal technology”, that the true bottlenecks lie downstream of capabilities and that AI’s impacts will unfold gradually over decades. If this is true, there are major gaps in our current evidence infrastructure, because it over-emphasizes the capability layer.
In 1903, the United Kingdom’s War Office announced that up to 60 percent of men who presented for military enlistment were physically unfit for service. Amid growing fears about national decline, the government convened an Inter-departmental Committee on Physical Deterioration to investigate the issue. After consulting anthropologists from the British Association for the Advancement of Science (BAAS), the Committee’s 1904 Report recommended a National Anthropometric Survey – a large-scale collection and investigation of biometric measurements of British citizens’ bodies – to determine the occurrence of physical deterioration in the population.
Relying on extensive archival research, the presentation shows how the Survey emerged as a solution for these goals and why it was never implemented. It examines how its design was shaped by (1) the Inter-departmental Committee, who hoped to measure the population’s health and develop social reforms, and (2) BAAS anthropologists who wished to advance their eugenic research on racial classification in the UK and promote anti-immigration policies. In the process, these groups imbued the Survey’s methods with varying politics of national inclusion and exclusion.
Drawing on concepts and methods from Science and Technology Studies, the paper presents the Survey as a precursor of contemporary state biometric infrastructures that demonstrates how these systems link measurements of citizens’ bodies with notions of national belonging. The Survey was not simply a tool to collect citizen data. It was also a locus of tensions over industrialization, class, urbanization, immigration, race, and empire – dynamics that resonate in biometric systems today.