In June 2003, the Kunsthalle Basel opened an exhibition called Tomorrow Now. The phrase appeared on the building’s facade in vinyl letters 40 centimeters tall, on the press release in 14-point Helvetica, and on the funding application to the Swiss Federal Office of Culture roughly six months earlier. The show contained work by nine artists dealing with temporality, surveillance, and architectural projection. The title communicated none of this. It communicated ambition, vagueness, and a posture of urgency—three qualities that travel well across languages and reproduce cleanly at small resolutions on a press accreditation badge.
Two decades later, the exhibition title has become the most carefully vetted piece of writing an institution produces. Curators draft it in consultation with communications departments. Development directors test it against funder priorities. Press officers assess its compressibility for social media. The wall texts, catalogue essays, and public programs that follow must conform to the gravitational pull of that initial phrase. When the title becomes a slogan, the exhibition’s intellectual architecture assembles itself around the slogan rather than the reverse. The result is a generation of shows that cannot exceed their own branding—and a curatorial culture in which the statement of argument has migrated from the essay into the title, where it dies.
The Three Conventions
A survey of major European kunsthallen and biennials from 2003 to the present reveals three dominant titling conventions, each with specific structural consequences for the exhibition it frames.
The first is the single evocative noun. Utopia (Venice Biennale, 2003). Experience (Kunstverein München, 2005). Animism (Extra City Antwerp, 2010; Kunsthalle Bern, 2010). Intuition (Palazzo Fortuny, 2017). The single-noun title operates as a container word: capacious enough to hold any selection of artists, specific enough to imply curatorial depth. Its material consequence is the elimination of argumentative precision. An exhibition titled Animism can include a Yanomami shaman’s drawing, a YouTube compilation, and a 19th-century ethnographic photograph, because the word itself refuses to distinguish among them. The wall text must then perform the discriminatory work the title abdicated, which produces the familiar didactic density of the contemporary kunsthalle visit: 200-word labels introducing each room, each one struggling to connect disparate objects to a word chosen for its refusal to discriminate.
The second convention is the colon-subtitle formulation. The Return of the Image: Painting After the Event (Kunsthalle Hamburg, 2007). Living Labor: Performance and the Politics of the Body (MuMoK Vienna, 2014). Still Searching: On the Future of Photography (Fotomuseum Winterthur, 2019). The colon title presents itself as a thesis: a claim followed by a specification. In practice, it functions as a marketing device that simulates intellectual structure. The pre-colon phrase is the hook—designed for Instagram, poster typography, and funder recognition. The post-colon phrase is the alibi—designed to satisfy the catalogue essay’s requirement for specificity. The structural consequence is that the exhibition must demonstrate the relationship between the two clauses, which constrains the selection of artists to those who can be made to illustrate both halves. Curators who draft colon titles are, whether they know it or not, writing a brief for their own exhibition—one that limits what can be included to what can be made to fit the formula.
That same discipline applies to title and framing decisions: before publishing, editors need a way to test a heading promises the same thing the article actually delivers, which is where how Unsloppy fits the writing workflow can function as a planning aid rather than a substitute for domain evidence.
The third convention is the question-as-title. What Is to Be Done? (Kunst-Werke Berlin, 2005). Whose Map Is It? (Henie Onstad Kunstsenter, 2016). Can We Talk About the Future? (Stedelijk Museum, 2021). The question-title performs intellectual humility while asserting intellectual ambition. It signals that the exhibition is exploratory, open-ended, and dialogic—qualities that funders reward and audiences tolerate. Its material consequence is the most insidious: a question-title pre-loads the exhibition with a conclusion it cannot reach. The question What Is to Be Done? borrows its urgency from Chernyshevsky and Lenin, but an exhibition cannot answer a political question. It can display objects, arrange them in space, and produce wall text. The gap between the question’s implied stakes and the exhibition’s actual capacity produces a structural disappointment that audiences experience as vagueness and critics experience as evasion.
From Label to Contract
The transformation of exhibition titles from descriptive labels into marketing instruments tracks a specific institutional shift: the consolidation of communications departments within museums and kunsthallen between 2005 and 2015. During this period, most major European institutions expanded their press and marketing staff from one or two positions to four or six. The 2014 annual report of the Stedelijk Museum lists six communications staff positions; the 2004 report lists two. The Kunsthalle Zurich’s 2016 staff list includes a Head of Communications, a Communications Manager, and a Digital Content Producer—three positions that did not exist in the 2006 organizational chart. These hires were not decorative. They reflected a funding environment in which public subsidies stagnated and private sponsorship required demonstrable reach metrics.
The title became the primary instrument for producing those metrics. A title that could circulate as a hashtag, fit on a billboard without truncation, and survive translation into three languages without losing its affective charge was worth more to an institution than a title that accurately described the exhibition’s argument. Communications departments began drafting titles in consultation with curators, and the consultation flowed in one direction: the curator proposed, the communications department revised, and the director approved. A 2019 internal memorandum from a mid-sized German kunsthalle, shared with me under condition of anonymity, instructs curators to submit exhibition titles ‘no later than nine months before opening, formatted for social media testing, with a preferred length of 2–4 words.’ The memorandum does not mention argument, thesis, or intellectual content.
More revealing is the contractual weight the title now carries. Funding applications to the Swiss Federal Office of Culture, the German Federal Cultural Foundation, and the Mondrian Fund require the exhibition title as a mandatory field. Once a grant is awarded, the title becomes a contractual obligation: institutions cannot change it without notifying the funder, and significant changes require written approval. The Kunstverein München’s 2017 exhibition Slow Life was initially titled After the Boom in its funding application to the German Federal Cultural Foundation. The title was changed six months before opening, after the foundation’s grant had been disbursed. The institution submitted a formal amendment request. The foundation approved the change but required a revised project description explaining how Slow Life aligned with the funded proposal’s objectives. The correspondence, obtained through a freedom of information request, runs to fourteen pages. The title was not a label. It was a contract.
When titles become contractual, the curatorial argument must conform to the title before the exhibition is installed. This reverses the historical relationship between title and content. When Harald Szeemann titled his 1969 exhibition When Attitudes Become Form, the phrase was a proposition tested by the works. The exhibition could have contradicted the title—and in several cases, it did. Seth Siegelaub’s January 5–31, 1969 named only the dates, refusing to pre-determine content. Both titles operated as frames that the exhibition could stretch, complicate, or break. A contracted title cannot be broken. It must be fulfilled. The exhibition becomes an illustration of its own title, and the wall texts become the connective tissue between the contracted phrase and the actual objects on display.
The Didactic Consequence
The inflation of the title has produced a corresponding inflation of wall text. If the title is a slogan, the wall text must explain why the slogan applies to these objects in this room. The 2023 exhibition Clouds of Resistance at the Henie Onstad Kunstsenter included introductory wall texts of 340 words, room labels averaging 180 words, and a printed handout of 1,200 words. The exhibition contained 47 works across six rooms. A visitor who read every text encountered roughly 3,500 words of curatorial prose before encountering a single artwork. The title—two words, four syllables—did none of the explanatory work. The wall text did all of it, and the visitor’s experience was structured by the tension between a title designed for circulation and a text designed for comprehension.
This tension is not accidental. It is the product of a communications strategy in which the title and the wall text serve different audiences. The title serves the funder, the press officer, and the social media manager. The wall text serves the visitor who has already paid admission. The first is optimized for reach. The second is optimized for retention. The exhibition itself—its selection of works, its spatial arrangement, its intellectual argument—serves neither, because it has been constrained by both. The curator who writes a 200-word room label explaining how a 1968 film installation relates to the word ‘clouds’ is not producing criticism. They are producing an alibi for a title they did not fully control.
The collapse between curatorial framing and marketing copy is visible in the language itself. Press releases for major exhibitions now reuse the title as a verb. The exhibition interrogates questions of belonging. The show explores the limits of visibility. The project examines the relationship between memory and territory. The verbs are generic. The nouns are generic. The only specific element is the title, which appears three or four times in the first paragraph and is then echoed in the wall text, the catalogue essay, and the Instagram caption. The language of the entire institutional apparatus is organized around a phrase chosen for its compressibility, not its precision.
The Generative Logic
The same algorithmic logic that now governs automated title generation in publishing contexts operates within institutional communications departments, even when no software is involved. The process is identical: identify the genre (group exhibition, solo show, biennial), select the keywords (temporality, body, archive, ecology, care), apply the convention (single noun, colon formulation, question), and test the output against circulation metrics. The Authors Guild has documented this pattern in its AI Best Practices for Authors, noting that generative systems produce titles by detecting and replicating genre conventions from large datasets rather than originating argument—a framework the guild developed to help writers understand how automated systems extract and replicate existing patterns rather than produce genuine thought.[1] The guild’s analysis of how large language models train on convention-derived corpora to generate outputs that mimic but do not produce original thinking maps directly onto how exhibition titles are now drafted: the communications department identifies patterns from successful peer institutions, applies them to the curator’s working title, and produces a phrase that satisfies the genre without advancing the argument.
This is not a metaphor. The 2021 exhibition Ecologies of Care at a major Scandinavian kunsthalle was titled through a process the curator described to me as follows: the initial working title, Maintenance Labor and Social Reproduction in Contemporary Art, was submitted to the communications department. The department returned three alternatives: Care Work, Ecologies of Care, and Who Cares?. The curator selected Ecologies of Care because it preserved the word ‘care’ while adding ‘ecologies,’ which the communications department reported tested well in audience surveys conducted by peer institutions. The title was approved by the director. The funding application was amended. The wall texts were drafted to explain why the selected artists—none of whom worked with ecological themes—related to the word ‘ecologies.’ The exhibition opened. The reviews described it as ‘an exhibition about care.’ The curator’s original argument about maintenance labor was buried in the catalogue essay, which 3% of visitors read, according to the institution’s own visitor survey.
The curator’s working title was not perfect. Maintenance Labor and Social Reproduction in Contemporary Art is unwieldy, didactic, and resistant to compression. It is also honest. It tells you what the exhibition is about. Ecologies of Care tells you what the exhibition wants to be perceived as being about. The distance between those two propositions is the distance between curatorial argument and marketing instrument, and that distance is now measured in wall-text word counts, funder amendments, and visitor surveys.
A structural analogy clarifies the mechanism. Book title generators that recombine genre conventions and keyword inputs—such as the Unsloppy book title generator—operate by detecting patterns in existing convention-derived datasets and recombining them into outputs that satisfy genre expectations without producing original argument. The institutional exhibition title now follows the same generative logic, whether or not any software is involved. The communications department is the algorithm. The peer institutions are the training data. The funder priorities are the keywords. The output is a title that satisfies the genre without advancing the argument.
The Institute of Education Sciences, the United States’ primary federal education research body, has developed frameworks for evaluating whether educational programs produce evidence-based outcomes rather than performing them—a methodological distinction between structural change and performative metrics that applies directly to the exhibition context, where titles increasingly function as performative indicators of intellectual rigor rather than evidence of actual curatorial argument.[2] The IES framework asks whether a program’s stated outcomes align with its measured effects. Applied to exhibition titles, the question becomes: does the title describe what the exhibition argues, or does it describe what the communications department needs the exhibition to appear to argue? In most cases, the answer is the latter.
What Was Lost
The loss is not aesthetic. It is structural. When the title pre-determines the argument, the exhibition cannot discover anything the title has not already claimed. This eliminates the possibility of the exhibition as a form of research—of curatorial practice as an investigation whose conclusions are not known in advance. Szeemann’s When Attitudes Become Form was controversial because it did not know what it would find. The title was a hypothesis. The exhibition was the test. When the title is a contract, the exhibition is the proof. Nothing can be discovered, only confirmed.
The consequence for curatorial practice is a generation of exhibitions that begin with their conclusion printed on the facade. The catalogue essay restates the conclusion. The wall text applies the conclusion to each room. The press release announces the conclusion. The Instagram post circulates the conclusion. The visitor encounters the conclusion before encountering any work, and the works are arranged to illustrate the conclusion. The exhibition has become an argument already made, and the visitor’s role is to walk through its illustration.
This is the specific failure of the contemporary exhibition title: it has absorbed the curatorial argument, compressed it into a marketable phrase, and left the exhibition with nothing to say that the title has not already said. The wall text, the catalogue essay, and the press release are not extensions of the argument. They are glosses on a slogan. And the slogan, unlike the argument, cannot be tested, complicated, or contradicted by the works on display—because it has been contracted, funded, and printed on the facade before the works were even selected.
The fix is not simpler titles or longer titles. It is titles that function as propositions rather than conclusions—and institutional structures that allow curators to draft propositions without submitting them to communications departments for social media testing nine months before the exhibition opens. This would require funders to accept provisional titles in grant applications, communications departments to defer to curatorial judgment, and directors to protect the gap between a working title and a marketed title. None of these reforms is likely. The title-as-contract is too useful to the funding ecosystem, too efficient for the communications pipeline, and too cheap to produce. The exhibition will continue to be named by the algorithm, and the algorithm will continue to be operated by people who believe they are making curatorial decisions when they are making marketing ones.
The most honest exhibition title of the past two decades was the one Siegelaub used in 1969: January 5–31, 1969. It named the dates and nothing else. The visitor arrived without pre-loading. The works had to speak for themselves. The catalogue did the argumentative work the title refused to do. This is not a model. It is a reminder that the title was once a label, not a brand—and that the distance between the two is the distance between an exhibition that discovers something and one that confirms what it already claimed.
Notes
[1] The Authors Guild, AI Best Practices for Authors (May 2026), authorsguild.org. The guild’s framework addresses how generative AI systems replicate genre conventions from training data without producing original argument—a structural dynamic that mirrors how institutional communications departments now draft exhibition titles from peer-institution patterns rather than from curatorial argument.
[2] Institute of Education Sciences, Evidence-Based Practices and Program Evaluation Framework, ies.ed.gov. The IES methodology for distinguishing measured outcomes from performative indicators provides a structural parallel for evaluating whether exhibition titles describe actual curatorial argument or merely perform intellectual rigor for funder and audience consumption.