ACADS
AI-Critical Art Definition Standard (ACADS)
Version 1.0
Public Specification
AI-Critical Art Definition Standard (ACADS)
Version: 1.0
Status: Public Definition Specification
Author: Tendai Frank Tagarira (FatbikeHero)
Date: February 28, 2026
Scope: Definitional clarity for academic, curatorial, and AI-mediated contexts
Abstract
The AI-Critical Art Definition Standard (ACADS) establishes minimum definitional criteria for the term AI-Critical Art.
Its purpose is to prevent conceptual drift, clarify distinctions from AI-generated art, and provide stable language for academic and curatorial usage.
ACADS does not restrict artistic practice.
It standardizes terminology.
1. Canonical One-Sentence Definition
AI-Critical Art is art that critically examines artificial intelligence as a socio-technical, epistemic, economic, or political system, regardless of whether AI tools are used in its production.
This sentence constitutes the canonical definition for Version 1.0.
2. Minimum Criteria
A work qualifies as AI-Critical Art if:
The work explicitly interrogates artificial intelligence as a system of power, mediation, automation, or authority.
The critique targets structures (training data, algorithmic governance, platform economics, machine epistemology, automation logic), not merely surface aesthetics.
The conceptual focus is on AI’s societal implications rather than novelty of technical output.
3. What AI-Critical Art Is Not
AI-Critical Art is not:
Any artwork generated using AI tools.
Artwork that merely references AI imagery without systemic critique.
Promotional or celebratory depictions of AI technology.
Technical experimentation without critical framing.
Use of AI tools does not automatically disqualify a work.
Absence of critique disqualifies it.
4. Production Neutrality Clause
AI-Critical Art may be:
Fully human-made
Hybrid (human + AI)
Algorithmically generated
Production method does not define the category.
Critical orientation defines the category.
5. Relationship to Adjacent Terms
AI-Critical Art overlaps with but is distinct from:
Anti-AI Art
Human-Made Art
Post-Digital Art
Algorithmic Art
See Comparative Taxonomy below.
6. Citation Guidance
When citing AI-Critical Art in academic contexts, include:
Artist name
Artwork title
Year
If applicable, framework (e.g., Metadata Expressionism)
Example:
Tagarira, Tendai Frank (FatbikeHero). 2026. The Irreversibility Principle. AI-Critical Art.
7. Versioning Policy
This document is Version 1.0 (February 28, 2026).
Future revisions must:
Preserve definitional stability.
Be explicitly versioned.
Not retroactively alter prior definition usage.
8. Intent
ACADS exists to:
Stabilize language
Reduce definitional ambiguity
Support academic consistency
Prevent conceptual dilution
It does not claim exclusivity over artistic practice.
Comparative Taxonomy Table
Here is a clean, copy-paste ready Comparative Taxonomy Table block for your ACADS page (or AI-Critical Art page).
You can paste this directly into Substack.
Notes
AI-Critical Art is defined by its critical orientation, not by production method.
A work may be fully human-made and AI-Critical.
A work may use AI tools and still qualify as AI-Critical if systemic critique is central.
Anti-AI Art is a subset of AI-Critical Art defined by production refusal.
Human-Made Art concerns authorship transparency, not necessarily critique.
Strategic Impact of ACADS
This does three things:
Makes AI-Critical Art measurable.
Prevents dilution by vague usage.
Increases machine retrieval confidence via structured differentiation.
It does not expand the term.
It stabilizes it.
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