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2. Background: Actor-Network Theory

Actor-Network Analysis and Design: a framework for keeping meaning intact in agentic data transmission

Author: William Paulton · Draft 1, 12 November 2026

2. Background: Actor-Network Theory

This section gives the parts of ANT the framework depends on. Appendix A gives the full account: founders, roots, origins, later developments, uses and criticisms, with sources.

2.1 Origins

ANT was developed at the Centre de Sociologie de l'Innovation in Paris from about 1980, mainly by Michel Callon, Bruno Latour and John Law, with Madeleine Akrich as a fourth architect. Steve Woolgar co-wrote the laboratory study in which the approach began (Latour and Woolgar 1979). It drew on the sociology of scientific knowledge, ethnomethodology, the semiotics of A. J. Greimas, and Michel Serres's concept of translation.

The approach appeared as a set of statements in 1986. Callon's study of scallop restocking in St Brieuc Bay set out three principles (agnosticism, generalised symmetry and free association) and four moments of translation (problematisation, interessement, enrolment and mobilisation). The network he described failed: the scallops did not anchor and the fishermen took the stock. Several founding cases are about networks that failed, or had to be held together against forces pulling them apart. Between 1987 and 1992 the vocabulary this paper uses became established, including in a glossary by Akrich and Latour (1992).

2.2 Key ideas

ANT is often summarised as "networks of human and non-human actors". That summary misses the ideas that make it useful for engineering.

2.3 Method or theory

ANT's authors offered principles and rules of method, not a procedure. Latour's rules include following the actors and studying things in the making, before they become black boxes (Latour 1987). In 1999 he argued that ANT is better understood as a method for following how actors build their worlds than as a social theory. That is one position: others argue ANT carries commitments of its own (Whittle and Spicer 2008). For this paper the point is narrower. Since ANT's founders never offered a step-by-step procedure, the framework's procedure is an adaptation, and it must be judged by its cases.

2.4 How ANT has been used

ANT has been used in three modes:

Most published work is in the first mode. Section 3 considers how close the other two come to a method.

2.5 Criticisms

ANT has drawn sustained criticism. Extending symmetry to non-humans, critics argued, removes the ground for sociological explanation (Collins and Yearley 1992). Network accounts are told from the side of those who build networks, and miss those who do not fit them (Star 1991). Constructivist studies of technology are indifferent to whether a technology does good or harm (Winner 1993). ANT struggles to ground critique (Whittle and Spicer 2008), and does not address structures and inequalities that exist before a network is built (Elder-Vass 2008). Because ANT explains how a claim comes to be accepted without judging whether it is true, it can blur acceptance and correctness. And it gives the analyst great freedom and little procedure, so almost anything can be described in its terms after the event. Section 7 sets out what the framework does in response to each criticism, and what stays open.

2.6 What the framework borrows

The table gives each concept as ANT defines it, as the framework uses it, and the relation between the two. Where the framework's use is narrower or simpler, the paper does not attribute that use to ANT. Appendix A, part 1.11, gives the full mapping of 21 concepts.

Concept In the framework Relation
Follow the actors Analysis starts before design; named events reopen each record ANT's own
Mediator and intermediary Every hop is assumed to be a mediator until shown otherwise ANT's own
Translation Hops, and losses on hops Adapted
Four moments of translation Themes of the phases: problematisation in A1, interessement in A2, enrolment in D2, mobilisation in T2 Adapted: descriptive to prescriptive
Obligatory passage point A server designed to become one for a decision, by framing the question and removing other routes Adapted
Inscription and script Tool names and descriptions are actors; testing reads back what they make the model do Adapted
Generalised symmetry Used to find actors, never to share responsibility Narrower
Trial of strength The acceptance test, one engineered trial against a computed answer Narrower
Immutable mobile Does a value arrive intact enough to be combined at the decision? Narrower
Hidden mediator; qualifiers and loss modes; oracle A hop that looks like a copy but changes meaning; what a value must carry and how it is lost; a right answer computed from the rules Ours, or from NFE

The largest change is to the four moments. Callon used them to describe how a network was built and how it failed. The framework uses them as stages to work through. That is a change of purpose, so the framework's claims rest on its cases, not on ANT's authority.