Artworld Intelligence (A.I): artdotprompt and the Practice of Collective Knowledge
Jenny Wu asks in her recent ArtReview essay: Is the Artworld Intelligent? Her answer is yes. Following Dennis Yi Tienen and Matteo Pasquinelli, Wu argues intelligence is social, tool-based, and distributed across networks of labour and shared practice.¹ Intelligence comprises both institutional knowledge and "the spontaneous know-how of the working class."² It lives in the relationships between people, in unwritten protocols, in lived experience accumulated across communities.
The art world possesses this intelligence abundantly. Yet much remains invisible to institutional discourse. Unwritten rules about navigating collectors, sustaining studios without institutional support, handling rejection, building relationships across geography, surviving as a cultural worker circulate among practitioners but rarely surface in published criticism or theory. This knowledge is distributed, scattered, and inaccessible beyond institutional circles.
artdotprompt proposes a method to access this knowledge. It issues a prompt to practitioners across the global art ecosystem via Instagram direct message or an online form. Responses are published on Instagram and archived on the project website. Every two years, the prompt changes and the cycle restarts. The first asks: What advice would you give your younger self in the art world?
The project operates as what Jacques Derrida termed an archive: not merely a collection, but a space where knowledge is both produced and revealed.³ An archive always conceals as much as it reveals. What artdotprompt attempts to reveal is the artworld's actual operating logic; made visible when practitioners speak directly about their experience.
Archive as Method
Ann Laura Stoler's Along the Archival Grain (2002) argues that archives are not neutral repositories. They are sites of knowledge production structured by power relations and institutional silences.⁴ What gets archived, how it is organized, what remains accessible reveals how knowledge circulates and who controls it.artdotprompt operates across two platforms with different temporal logics. Instagram serves as immediate publication; where responses circulate and practitioners engage in real time. The website functions as the persistent archive; where responses are permanently indexed and searchable. This distinction matters. Instagram is ephemeral; the website is durable. The project thus refuses gatekeeping at the publication stage: responses are unedited, unranked, published as they arrive. The archive grows horizontally through voluntary participation. Participants consent to inclusion and retain agency: responses can be removed at any time by contacting the project.
Distributed Knowledge
Edwin Hutchins' Cognition in the Wild (1995) demonstrates that knowledge is not stored in individual minds but distributed across communities of practice.⁵ The artworld functions similarly. Knowledge about sustaining practice, navigating institutional structures, accessing resources is distributed across practitioners. No single person holds all wisdom. Understanding emerges through the aggregate.By gathering responses to a single prompt, artdotprompt creates a map of how knowledge circulates. When a gallerist in Cape Town offers advice that contradicts a curator in New York, the contradiction is instructive. It reveals how position within artworld structures shapes what one knows. These differences reflect real structural conditions: different art markets, different access to funding, different institutional infrastructures, different labour conditions.
The archive preserves these contradictions without resolving them. Rather than synthesizing responses into consensus, it holds multiplicity as data. Contradiction becomes evidence of structure.
A.I. as Contrast
The title plays on the acronym A.I. (Artificial Intelligence) intentionally. Pasquinelli traces artificial intelligence as a history of labour measurement and control.⁶ Contemporary language models train on centralized data and average human knowledge into statistical patterns. They homogenize. They erase outliers.Artworld Intelligence, by contrast, preserves irreducible specificity. It holds contradictions. When an artist in Accra offers advice that contradicts a collector in London, the archive preserves both. It treats contradiction as data, not noise. Where AI flattens knowledge into statistical averages, artdotprompt treats knowledge as persistently multiple. The A.I. title is earned through this contrast: intelligence that is artworld-specific, relational, and resistant to homogenization.
What the Archive Reveals
Lucy Suchman's work on situated action argues that knowledge is always local, specific, embedded in particular communities and material conditions.⁷ The archive of responses is a collection of situated knowledges. Each response emerges from a specific geography, a specific role, a specific moment. The archive preserves these situations rather than erasing them.What becomes visible through aggregation is what the artworld actually values: genuine commitment to art-making, desire for community, search for meaning in labour. It also reveals what divides it: access to capital, geographic location, institutional affiliation, identity. These divisions are not new, but they become visible differently when practitioners speak simultaneously about their experience.
The archive reveals what propels the artworld and what constrains it. Not through theory, but through testimony. Through contradiction and pattern. Through the aggregate of situated knowledge.
Conclusion
Wu's essay defends the artworld's collective intelligence against reduction to metrics and AI slop. artdotprompt operationalizes this defence through archival method. It asks: what does the artworld actually know? How is that knowledge distributed? What does it reveal about how the system functions?The archive is incomplete by design. It will grow through multiple cycles. Each new prompt will add depth, context, historical perspective. This is the work of the archive: to make collective knowledge visible, to preserve situated knowledge before it disappears, to reveal patterns in how the artworld actually operates. Not as institutions claim it operates, but as practitioners experience it.
The intelligence already exists. artdotprompt is simply the structure through which it becomes accessible.
References
- Jenny Wu, "Is the Artworld Intelligent?", ArtReview, December 3, 2025, https://artreview.com/is-the-artworld-intelligent-opinion-jenny-wu/.
- Matteo Pasquinelli, The Eye of the Master: A Social History of Artificial Intelligence (London: Verso, 2023), 15.
- Jacques Derrida, Archive Fever: A Freudian Impression (Chicago: University of Chicago Press, 1995), 1–28.
- Ann Laura Stoler, Along the Archival Grain: Epistemic Anxieties and Colonial Common Sense (Princeton: Princeton University Press, 2002), 19–42.
- Edwin Hutchins, Cognition in the Wild (Cambridge, MA: MIT Press, 1995), 118–154.
- Pasquinelli, The Eye of the Master, 10–45.
- Lucy A. Suchman, Plans and Situated Actions: The Problem of Human-Machine Communication (Cambridge: Cambridge University Press, 1987), 19–56.