Version [0.1] · Updated [date]
The Digital Semiotics Framework
A Peircean apparatus for analysing what machine-generated signs mean, what authorizes them, and what habits of interpretation they cultivate.
Core propositions
Meaning is triadic
A generated output signifies only within a relation of sign, object and interpretant. Analysis starts from the relation.
The machine supplies the form
A model produces the material form of a sign. Readers and institutions complete the relation to an object and an interpretant.
Authority is assigned
Interface, citation style, brand and context lend outputs their warrant. Each assignment is a semiotic act open to analysis.
Habit is the measure
The lasting effect of generated signs is the habits of reading, citing and trusting they cultivate in a community.
Three levels of analysis
The framework follows Peirce’s division of semiotic into three branches. Each branch poses its own question to a generated sign.
Speculative grammar
Can this form function as a sign?
The formal conditions of signification: which sign classes generated outputs belong to and which relations to an object they can sustain.
Typical case: a generated image presented as a photograph
Critic
Does it warrant belief?
The conditions of truth and valid inference: when a generated claim can be tested against its object, and what passes for warrant when it cannot.
Typical case: a fabricated reference in a literature review
Methodeutic
How does it shape inquiry?
The conditions under which signs spread, persuade and direct further inquiry, in classrooms, libraries, newsrooms and laboratories.
Typical case: answer engines replacing the search results page
Applying the framework
Four steps for a case reading of any generated text, image or record. Every case reading in Notes follows them.
See a worked caseIdentify the sign
Describe the output as it reaches a reader: its form, medium, interface and the genre it imitates.
Specify the object
Separate the object the sign presents from the object it could be checked against, and ask whether the second exists.
Describe the interpretants
What the sign is fit to mean, what it actually produced in a given reader, and what sustained inquiry would conclude.
Locate the authority
Name what grants the output its warrant, and the habit of reading that warrant teaches.
- Abduction
- Inference to an explanatory hypothesis; the only form of inference that introduces a new idea.
- Ground
- The respect in which a sign stands for its object.
- Habit
- A general disposition to act or interpret in a certain way; the ultimate logical interpretant.
- Icon, index, symbol
- Signs that relate to their objects by likeness, by real connection, and by convention or law.
- Interpretant
- The further sign, effect or habit a sign produces; immediate, dynamic and final.
- Methodeutic
- The branch of semiotic concerned with how signs are used to advance inquiry.
- Object
- What a sign stands for; immediate as the sign presents it, dynamic as it is independently of the sign.
- Semiosis
- The ongoing action of signs, in which each interpretant becomes a sign in turn.
- Speculative grammar
- The branch of semiotic that studies the formal conditions under which anything can be a sign.
Cite the framework
Friedman, A., & Thellefsen, M. (2026). The Digital Semiotics Framework (Version [0.1]). digitalsemiotics.org. https://www.digitalsemiotics.org/framework.html
Earlier versions stay online with their change notes.
Propose an extension
Test the framework on your own material, or argue with a proposition. Accepted proposals appear as notes and are credited in the next version.