Why Every Creative Organisation Needs to Rethink Community in the Age of AI
// creative industries // Creative UK // Member News
Written by Julia Rydzynska MA FRSA, Managing Director of Packshot Factory.
The creative industries increasingly rely on mature judgement, yet some of the work through which it develops is beginning to disappear.
The paradox is already visible
The creative industries do not appear to be losing their appetite for creativity. Creative PEC’s analysis of more than 168 million UK job advertisements found that demand for creativity and AI skills is increasing together, particularly in highly skilled roles and within creative clusters. The labour market increasingly values people who can combine technological fluency with human creative judgement.
At the same time, the 2026 Creative Industries Skills Audits locate some of the sector’s most acute shortages among people five to ten years into their careers. Employers and industry participants also raised a related concern: in some sub-sectors, technology and AI may be reducing demand for junior talent while intensifying competition for people who are already experienced.
This is the creative capability paradox. The sector requires more mature judgement at the same time as it reorganises work in ways that may weaken how such judgement is formed.
By developmental atrophy, I do not mean simply that individuals become less practised when a tool takes over part of their work. I mean something more structural: an industry can continue to use accumulated expertise while gradually losing its capacity to form the people on whom its future depends.
An industry can lose its developmental function
Creative capability is not a stock the sector permanently possesses. Each generation has to develop it again. It is renewed through entry-level work, proximity to experienced professionals, real responsibility, frustration, correction, repetition and time.
A junior working through a difficult first attempt is not only learning a technique. They are learning to notice what is not working, to remain with a problem they cannot yet solve, to distinguish the merely plausible from the genuinely convincing, and to receive correction without surrendering their own judgement. Whether they are drafting an analysis, shaping a piece of writing, developing a design or building an image, much of that learning remains invisible in the finished work. Much of what shapes a professional is found in the discarded versions, wrong turns and decisions that never appear in the final piece.
Historically, early-career work served two purposes at once. It contributed to the job in hand, and it formed the person doing it. A junior might be slower, require supervision and make errors, but their work still had a place in the commercial process. The organisation could absorb development partly because development happened through the work itself.
Generative tools may alter that bargain. If the commercially useful part of a junior task can be completed more quickly by a system, employing a beginner begins to look less like participation in the work and more like a separate training cost. The person does not merely lose a task. They may lose a legitimate place inside the process, beside someone who knows how to see.
What frustration contributes
One way of understanding what happens in that place comes from the psychoanalyst Wilfred Bion, who proposed that thinking develops partly through the capacity to tolerate frustration rather than immediately discharge it. Put into ordinary working language, the distance between intention and result gives the mind something it must organise.
Creative work often unfolds within this distance between intention and realisation. An idea may be sensed before it can be clearly expressed; an image may feel wrong without the reason being immediately visible; an edit may lack rhythm, or the material may resist the shape being imposed on it. By remaining with that uncertainty rather than resolving it too quickly, the person begins to develop an internal standard: a more exact sense of what matters, what feels false, what is missing and what the work might yet become.
This is not an argument for preserving unnecessary hardship, nor for romanticising the exhaustion, insecurity and poor supervision that have too often been treated within the creative industries as the price of developing talent. Suffering does not produce capability in itself. What matters is a form of frustration held within a reliable relationship and a workable structure, where the task is real, support is available, mistakes can be survived, and the learner is given enough space to struggle without being either abandoned or rescued from every difficulty.
The point is not that struggle is virtuous. It is that some forms of struggle are constitutive. They do not sit beside development as an unpleasant price. They are part of the process through which a person becomes capable.
Where generative tools now sit
What distinguishes generative tools is not that they shape creative practice, because tools have always influenced what people notice, imagine and make. The more significant difference is where these systems enter the process: they can offer a plausible beginning while the question itself is still taking shape, supplying a composition, treatment, reference image, draft sequence or line of thought before the person has had to work through the uncertainty from which a direction might emerge. Instead of beginning with something not yet formed, the person begins with something already there, and their role shifts towards assessing, steering and revising it.
These are real and increasingly important abilities, particularly for experienced professionals whose standards have already been formed through years of practice. In their hands, generative tools may remove friction without displacing the judgement that guides the work. For a beginner, however, the same arrangement is more ambiguous. Because the material they encounter is already more developed, they may appear capable before they have had enough opportunity to build the thinking, discrimination and confidence on which genuine capability depends.
At an industry level, this can create a misleading period of apparent strength. Senior professionals, who developed their judgement through earlier ways of working, can use the tools effectively and compensate for what the new organisation of work may no longer cultivate in those coming after them. The sector may therefore continue to look healthy while drawing on developmental capital accumulated under a previous model of work. The deeper risk is not immediate decline, but a gradual failure to replenish the judgement on which its future depends.
Low value to whom?
Creative UK’s recent research describes businesses seeking to remove “digital drudgery” so that people can concentrate on more valuable creative activity. The ambition is understandable. Genuine drudgery exists, and there is little to mourn in automating work that teaches nothing and consumes human attention without purpose.
The difficulty lies in deciding what is low value. Value changes according to where a person is in their development. A task that is repetitive to an expert may still be formative to a beginner. An early layout, rough edit, initial research pass or imperfect first attempt may have limited value as a finished piece of work, while carrying substantial value as a place in which judgement begins.
That developmental value is difficult to see because it does not belong entirely to the task. It appears later, in the person. By then, the connection between the apparently basic work and the mature judgement it helped to form is easy to forget.
This is especially important in a sector dominated by micro-businesses, project cycles and freelance labour. The Creative Industries Skills Audits report that 93% of creative firms employ fewer than ten people. They also identify lack of funding and lack of time as significant barriers to training. Skills England has separately noted the sector’s low apprenticeship take-up and the difficulty small, project-based firms face in sustaining conventional training routes.
AI is therefore entering an already fragile developmental environment. It does not have to eliminate apprenticeship on its own. It only has to make the remaining economics of formation harder to justify.
A harder problem than preserving struggle
One possible response is to preserve productive struggle by designing early-career work so that some things are still built from scratch. I continue to believe this matters. But the idea becomes more complicated once difficulty is known to be optional.
A junior constructing an image while knowing that a system beside them could generate a serviceable beginning in seconds is not in precisely the same situation as someone for whom no alternative route existed. The difficulty may still teach, but it has become an exercise: something imposed for development rather than encountered as a necessary part of the work.
It is not clear that the earlier meaning of difficulty can simply be restored through a no-AI hour, a competency framework or a protected practice task. Once a culture has learned that a stage of work can be bypassed, its relationship to that stage changes.
That does not mean development is impossible. It means the answer cannot be a theatrical reconstruction of old hardship. New forms of formation will need genuine consequence, responsibility and relationship. The beginner must still be needed by the work, not merely given exercises beside it.
Who carries the cost of formation?
Recent initiatives suggest that the sector is taking the fragility of its talent pipeline more seriously. Discover Creative Careers is helping young people encounter the breadth of creative work, while Creative UK has called for a strategic, long-term plan linking education, technical understanding and accessible routes into employment. These are important developments, particularly in a sector where creative learning and entry pathways have become increasingly precarious. Yet widening the entrance to the creative industries is not the same as preserving the developmental passage through them. A person may be inspired to enter, and equipped with the skills to begin, without being given the sustained work, responsibility and relationships through which a beginner becomes a professional.
A skills framework can describe what a person should know without explaining how they become someone able to judge, originate and take responsibility.
The deeper question is economic as well as educational. Who will carry the cost of forming creative professionals when their early contribution is no longer commercially necessary?
For large organisations, that may require protected paid roles whose purpose includes formation, with real briefs, close supervision and progression measured partly through increasing independence rather than speed alone. For a sector dominated by small firms, the answer may need to be collective: shared apprenticeships, cluster-based training studios, partnerships between employers and education, and public support that treats the formation of judgement as infrastructure rather than an optional benefit.
Whatever form it takes, development cannot be reduced to access to tools or courses. It requires entry into a practice: the chance to attempt something that matters, to be seen doing it, to be corrected by someone whose judgement carries weight, and gradually to carry that judgement oneself.
The creative capability paradox
The creative industries are likely to need human creativity more, not less, as AI becomes embedded in work. The official evidence already points in that direction. But valuing mature creativity in the labour market is not the same as maintaining the conditions that produce it.
A sector can possess great creative capability in the present while consuming the conditions of its renewal. For a time, nothing appears to be missing. The work continues. Experienced people compensate. Deadlines are met. The loss becomes visible later, when the industry looks for the next layer of mature professionals and finds that too few people were given the work, relationships and time through which maturity develops.
Most of today’s senior creatives were formed through stages of work they now have the power to automate for those coming after them. The question is not whether the next generation should repeat every hardship. It is whether the industry is willing to recognise formation as a real cost, and decide who will carry it.
If it does not, developmental atrophy will not arrive as a dramatic collapse. It will appear as a persistent shortage of experienced judgement in an industry that still insists judgement is what it values most.
Sources
Carey, H., Giles, L. and Hay, B. (2026), Creative Industries Skills Audits: Creative Industries Summary Report, Creative Industries Policy and Evidence Centre / Work Advance. DOI: 10.5281/zenodo.20072107.
Wang, Z., Baksy, A., Bakhshi, H. and Siepel, J. (2025), Demand for Creativity and AI Skills in the Post-ChatGPT Labour Market: Evidence from UK Job Vacancies, Creative PEC Discussion Paper 2025/2. DOI: 10.5281/zenodo.17589979.
Vincent, G., Prince-Hodges, M., Tarr, A., Newall, M. and Gault, H. (2026), AI & Emerging Technology Adoption in the Cultural and Creative Industries, Creative UK, commissioned by the Department for Culture, Media and Sport.
Skills England (2025), Sector Skills Needs Assessments: Creative Industries, Department for Education.
Chartered Management Institute (2026), Artificial Intelligence; Real Leadership: The Management Imperative in AI Adoption.
Bion, W. R. (1962), Learning from Experience, Heinemann.
Discover Creative Careers (2026), Welcome to Discover Creative Careers: A Fresh Chapter, Discover Creative Careers.
Creative UK (2026), The Case for the Creative Industries: An Advocacy Toolkit, Creative UK.
