Good Enough Is a Practice

Core Concepts

Satisficing: Good Enough Is Not Settling

In 1956, cognitive scientist Herbert Simon introduced the concept of satisficing — a portmanteau of satisfying and sufficing — to describe how humans actually make decisions under real-world conditions. Rather than exhaustively evaluating every possible option to find the globally optimal choice (what he called maximizing), people typically search through available options until they find one that meets an acceptable threshold, then stop. Simon argued this was not a cognitive failure but a rational response to bounded rationality: the limits on our time, information, and cognitive capacity make optimization impossible in practice.

The aspiration level — the threshold at which you accept a choice — is not fixed. Research shows it adjusts dynamically: if the options you encounter are better than expected, your bar rises; if worse, it recalibrates downward. This adaptability is what makes satisficing sustainable and accurate rather than merely lazy.

Satisficing doesn't mean accepting the mediocre. It means stopping the search when you've found something genuinely good enough — and trusting that judgment.

The alternative, maximizing, carries a documented psychological cost. In studies by Barry Schwartz and colleagues, maximizers — people who feel compelled to find the single best option — consistently reported lower happiness, higher regret, more depression, and lower life satisfaction than satisficers. The paradox is sharp: in one study, college seniors with maximizing tendencies obtained jobs with objectively higher salaries, yet reported greater dissatisfaction with those same jobs. Getting the best outcome and feeling good about it turned out to be two different things.

The Two Faces of Perfectionism

Not all perfectionism is the same, and conflating the two main types leads to confusion. Research distinguishes:

• Adaptive perfectionism — setting high standards while maintaining the capacity for satisfaction, adjusting goals based on outcomes. Associated with higher quality work and a weak positive relationship with some creativity measures.
• Maladaptive perfectionism — maintaining inflexible, unattainably high standards, with an inability to experience satisfaction regardless of outcome. Associated with creative avoidance as a defense against the anticipated shame of falling short.

The key variable is not how high the standards are. It's whether those standards leave room for the creator to feel that something is done. Meta-analytic evidence confirms that maladaptive perfectionism shows no significant positive relationship with creativity and is negatively associated with openness to experience — itself one of the strongest predictors of creative achievement.

For creative practitioners, the mechanism works like this: maladaptive perfectionism triggers evaluative anxiety — anxiety specifically activated by the prospect of judgment, from oneself or others, about the work's quality. This anxiety does not fuel creative effort; it suppresses it. A large-sample empirical study (n=532) of visual artists found a correlation of rho = 0.59 between maladaptive perfectionism and art block, and an even stronger correlation of rho = 0.84 between art block and burnout exhaustion. These are not minor associations. They describe a well-worn psychological path from rigid standards to paralysis to depletion.

The Mechanisms of Block

Understanding why perfectionism blocks creativity is more useful than simply knowing that it does. Three mechanisms do most of the work:

Blank-page anxiety operates at the initiation stage. Facing an empty canvas, page, or score, perfectionistic creators encounter what researchers call threat-based cognition: the blank space triggers anticipatory rumination about the inevitable gap between what they imagine and what they will produce. Avoidance and procrastination become, paradoxically, anxiety-reduction strategies — because as long as nothing is made, nothing has failed.

Fear of failure works through overgeneralization. Research on perfectionistic failure sensitivity shows that non-perfectionists may experience disappointment when work falls short; perfectionistic individuals risk interpreting the same outcome as confirmation of fundamental inadequacy — not a recoverable mistake but evidence of who they are.

Rumination and catastrophizing then maintain the block once it sets in. Empirical studies on art block identify self-blame, rumination, and catastrophizing as the specific emotion-regulation strategies most strongly associated with creative paralysis and burnout — repetitive negative thinking about the failure, interpreting the gap as evidence of deep inadequacy, attributing responsibility inward without exit.

Constraints as Generative Tools

Here is where the module's argument turns: if the problem with perfectionism is the infinite possibility space — the paralyzing pressure to find the optimal solution among unlimited alternatives — then one powerful response is to deliberately reduce that space.

Constraints do exactly this. Research across multiple studies confirms that constraints narrow the viable solution set, making satisficing cognitively feasible in complex creative problems. When you have thirty possible approaches, the pressure to find the best one is acute. When you have four, you can commit. This is not a compromise; it is a structural change in the decision problem.

What makes constraints interesting as creative tools is that they don't only reduce options — they also generate ones that wouldn't have appeared in unconstrained work. Research on constructive constraints shows that material constraints in particular elicit bottom-up creative approaches where the artist's solution incorporates material properties in novel ways, and that contingency and unpredictability within constraints drive innovation by requiring real-time adaptation. When the kiln does something unexpected, or the ink bleeds into paper you didn't intend, the constraint of material resistance becomes a collaborator.

Time limits work through the same logic. Game jams — where games are created in 48-72 hours with specified thematic and technical constraints — illustrate how compressed timelines force immediate decisions and prevent prolonged deliberation. The Surgeon Simulator (2013) emerged from a 48-hour game jam. The deadline doesn't lower quality aspirations; it makes perfectionist delay impossible, and the work gets made.

Key Principles

1. Volume correlates with quality. Simonton's equal-odds rule, validated in peer-reviewed research, demonstrates a strong positive correlation (r=.73) between creative output volume and the incidence of creative successes. The logic is probabilistic: more attempts means more chances for a hit. This doesn't justify carelessness — it argues against hoarding creative energy for a single high-stakes work while avoiding the volume that makes mastery possible.

2. Process engagement reduces anxiety. Research on creativity anxiety shows that when creative effort is oriented toward intrinsic engagement with the activity rather than product evaluation and external judgment, performance anxiety decreases. Flow states — states of complete immersion with matched challenge-skill balance — facilitate this shift through transient hypofrontality: a temporary quieting of the prefrontal cortex's self-monitoring function, allowing more intuitive and less self-censored decision-making.

3. Iterations are the work, not a path toward it. The creative process is fundamentally nonlinear — cycles of generation, testing, and revision based on feedback and reflection, not a predetermined path from concept to finished artifact. Sketches, studies, and rough drafts are not preliminary — they are the mechanism through which the work develops and through which the artist develops alongside it. Treating each iteration as disposable, rather than as a data point to learn from, is what distinguishes productive iteration from perfectionist spiral.

4. Diminishing returns are real. Every additional unit of effort toward refinement yields less incremental value than the previous one — a principle with century-old economic grounding in marginal utility theory. At some point the gap between the 90%-finished piece and the 100%-finished piece costs more in time and psychological cost than it produces in artistic value. Recognizing where that point is — and stopping there — is a learnable skill, not a failure of ambition.

5. Roughness can be the content. Punk visual culture developed an explicit philosophy around this. Rick Poynor's characterization of punk design as "an art of expediency" — collage, hand-lettering, rubber-stamping, black-and-white Xerox copying, intentional visual chaos — captures how roughness became semantically loaded. The imperfection didn't signify incompetence; it signified authenticity, accessibility, and resistance to commercial slickness. The unpolished surface was the argument.

Worked Example

Daido Moriyama and the Aesthetics of "Are, Bure, Boke"

Japanese photographer Daido Moriyama provides one of the most instructive examples of satisficing made explicit in photographic practice. Working through Tokyo's streets, Moriyama developed what became an internationally influential style described in Japanese as are, bure, boke — grainy, blurry, out of focus.

The technique was entirely deliberate: Moriyama shot Kodak Tri-X film pushed to 1600 ASA, underexposed his negatives, and overdeveloped them at higher temperatures with vigorous agitation specifically to maximize grain. Where fine-art photography of the period sought pristine tonal clarity, Moriyama cultivated texture and visual noise. He described his images as "rich in contrast, harsh, and fully reflecting my solitary nature."

What makes this a satisficing example rather than simply a stylistic preference is the structure of the decision-making. Moriyama did not pursue the theoretically optimal technical outcome and then accept imperfection as a trade-off. He redefined the aspiration level: this — the grain, the blur, the high contrast — is what success looks like. He set a threshold calibrated to his actual aesthetic and emotional goals, not to external standards of technical excellence. Once you have a different aspiration level, the entire field of choices reorganizes.

Lomography institutionalized a version of this logic. Founded in Vienna in the 1990s after the accidental discovery of the Soviet-era Lomo LC-A camera, the Lomographic Society's "Ten Golden Rules" explicitly encourage photographers to break conventional artistic rules, exploit light leaks, irregular lens alignment, and non-standard processing, and shoot without deliberating. Their motto — "Don't think, just shoot" — is not advice about carelessness. It is advice about aspiration levels: decide that spontaneous, imperfect, light-leaked images are the goal, and the anxiety of maximizing disappears.

Annotated Case Study

Glitch Art: From Technical Failure to Intentional Practice

Contemporary glitch art does for digital systems what Moriyama did for film photography: it treats technical failure as primary material rather than as noise to be eliminated.

Rosa Menkman, the Dutch media artist and theorist whose Glitch Studies Manifesto (2011) and The Glitch Moment(um) established the theoretical framework for the field, articulated the core claim: glitch practice does not merely produce unusual visual effects. It performs a critical function — it reveals the material infrastructure of digital systems that successful, polished output keeps invisible. When a JPEG displays macroblocking, or a video datamosh sends pixels from one frame bleeding into another, the artifact exposes what smooth playback conceals: the encoding decisions, quantization processes, and data-rate limitations built into the system. The glitch makes the medium legible.

Why does this matter for a module about satisficing? Because glitch art inverts the conventional relationship between error and mastery. The two main techniques — databending (deliberately corrupting a file's code outside its native application) and datamoshing (exploiting JPEG and MPEG compression errors) — require deep technical knowledge of digital systems. Making the error is not the opposite of mastery; it is the mastery. The aspiration level has been redefined: the goal is not a seamlessly encoded image but an image that reveals the encoding.

Annotation on the AI dimension: Post-digital aesthetics gains new relevance in 2026 because generative AI systems produce outputs that are, by default, maximally smooth. They eliminate the material struggle, uncertainty, and resistance that characterize human-made work. Critics and researchers describe AI-generated images as aesthetically sterile — hyperreal but uncanny, lacking the visible testimony of artistic labor. In response, emerging design practice is deliberately re-injecting friction, texture, and intentional imperfection: some artists guide AI systems to replicate flaws; others reject algorithmic mediation entirely in favor of textured, visibly labored approaches. Imperfection becomes a marker of resistance against the automation of seamlessness. The glitch, in this context, is not a failure of the tool — it is a signal of the human.

Common Misconceptions

"Satisficing means accepting mediocrity." It does not. Satisficing means setting an aspiration level and stopping the search when you've met it. The aspiration level can be high. What satisficing avoids is the maximizer's paradox: the compulsion to keep searching even after finding something genuinely good, because of the anxiety that something better might exist. Satisficers can and do produce excellent work — they simply know when they've found it.

"Constraints limit what you can make." Constraints limit the options. What they do to the work is more complicated. Research consistently finds that material, formal, and time constraints promote novel solutions by precluding the reliable and repetitive. The Oulipians did not produce impoverished literature by removing the letter 'e' from a novel — they produced work that would have been literally impossible without that exclusion.

"High standards and maladaptive perfectionism are the same thing." Research separates these cleanly. Adaptive perfectionism — setting ambitious goals while retaining the capacity for satisfaction and the flexibility to adjust standards — shows a weak positive relationship with creativity. Maladaptive perfectionism, characterized by inflexible standards and the inability to register satisfaction, shows no such relationship and is linked to avoidance, anxiety, and creative paralysis. The problem is not caring about quality. It is being unable to recognize when quality has been achieved.

"Glitch is just broken things that look interesting by accident." Glitch art requires rigorous technical knowledge to produce intentionally. Databending a file to achieve specific visual effects requires understanding file encoding at the byte level. Datamoshing requires understanding how video compression algorithms handle frame dependencies. The "accident" is engineered. What shifts is the aspiration level: rather than hiding the error, the artist cultivates it as the primary content.

"Volume without quality is just noise." Simonton's equal-odds rule is not an argument for indifference to quality. It is an argument against hoarding — withholding creative output while pursuing an imagined masterpiece. The empirical finding is that creative hits are distributed proportionally to total output across careers. Artists who produce more also produce more successes. This does not mean every piece is equivalent; it means that reducing output in search of perfection reduces both average and exceptional outcomes.

Active Exercise

Constraint Sprint

This exercise is designed to run your aspiration-level calibration against a time limit. The goal is to complete something, not to produce your best work.

Set-up: Choose a creative form you have some familiarity with — a written paragraph, a quick sketch, a piece of music, a photograph, a design element. Pick any medium.

Constraints to apply (choose two or three):

1. Time limit: You have 20 minutes. The clock runs; you cannot pause it.
2. Material constraint: You may only use what is immediately within reach — whatever pens, apps, instruments, or tools are in front of you right now.
3. Formal constraint: The work must be in exactly three parts, use only two colors, or contain a specific number of elements (you choose the rule).
4. Prohibition: Name one technique or approach you would normally rely on. You cannot use it this time.

During: Notice when the impulse to abandon the piece arises. Notice the precise thought that triggers it — "this isn't good enough," "I'd do it differently if I had more time," "this doesn't look like what I imagined." Write it down as a note, without stopping.

After: Ask three questions about the completed piece:

• What does it do that you didn't plan for?
• What is the gap between what you imagined and what you made — and is that gap a failure or information?
• If you were to set a new aspiration level based on what this constraint allowed, what would it look like?

The exercise is not about producing a piece you're proud of. It is about gathering data on where your aspiration level sits, what triggers your evaluative anxiety, and what becomes possible when the decision space is artificially narrowed.