After the Human Programmer

of configuring machines to behave differently.The Jacquard loom, controlled by punch cards, allowed weaving patterns to be specified in advance and executed mechanically.What mattered was not human cognition during execution, but the separation of intent from operation.It's a pattern that would later reappear in both compilation of code and software.Early programming required people to translate problem descriptions into machine-readable instructions.Over time, pioneering figures like Grace Hopper led the formalization and partial automation by compilers of this translation work.We no longer experience this shift as dramatic.Compilation is simply something Computing used to be a human task.Until the early 20th century, computation was largely carried out by people.Teams of human "computers" performed calculations by hand, often with mechanical aids, translating mathematical procedures into disciplined labor.When electronic computers arrived, this work didn't disappear overnight, but it gradually removed humans from its execution.This shift matters because it shows how activities once seen as inherently cognitive can be made infrastructural and eventually become invisible [1].Today, the idea that computation was once a human occupation seems almost quaint.

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Published
2026-10-27
DOI
https://doi.org/10.1145/3841460
Primary Topic
Cybernetics and Technology in Society
Type
article
Field-Weighted Citation Impact
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article

After the Human Programmer

Mattias Rost, Jakob Tholander, Martin Jönsson
interactions
Cybernetics and Technology in Society
article

After the Human Programmer

Mattias Rost, Jakob Tholander, Martin Jönsson
article en

Abstract

of configuring machines to behave differently.The Jacquard loom, controlled by punch cards, allowed weaving patterns to be specified in advance and executed mechanically.What mattered was not human cognition during execution, but the separation of intent from operation.It's a pattern that would later reappear in both compilation of code and software.Early programming required people to translate problem descriptions into machine-readable instructions.Over time, pioneering figures like Grace Hopper led the formalization and partial automation by compilers of this translation work.We no longer experience this shift as dramatic.Compilation is simply something Computing used to be a human task.Until the early 20th century, computation was largely carried out by people.Teams of human "computers" performed calculations by hand, often with mechanical aids, translating mathematical procedures into disciplined labor.When electronic computers arrived, this work didn't disappear overnight, but it gradually removed humans from its execution.This shift matters because it shows how activities once seen as inherently cognitive can be made infrastructural and eventually become invisible [1].Today, the idea that computation was once a human occupation seems almost quaint.

interactionsVol. 33(6)
Södertörn University (SE), Stockholm University (SE), University of Gothenburg (SE)
Openalex Percentile: Top 5%
Cybernetics and Technology in Society
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