TALAMANA · THE AI LITERACY MAP FOR ARCHITECTURE AND DESIGN · Ethics & Provenance · AGE 17—21 · POSITIONAL · HELD
Prompting a living craft
Prompting a craft's surface without its makers is extraction, whatever you call it.
The dilemma
Your brief asks for a façade screen "rooted in local craft." You type jali pattern in the style of kasuti embroidery and the model returns twenty handsome options in a minute. The women who carry that embroidery in Dharwad and Hubli were not asked, are not named, and gain nothing. Do you use it?
The choices
Use it as is: the tradition is shared, the pattern is old, nobody owns it. Use it as a study — generate, then go to the makers, learn the logic of the stitch, and redesign with them named and, where the work is theirs, paid. Or refuse the shortcut and start with the makers, using the model later, if at all, on terms they agree to.
The consequence
The first route produces a screen that looks like kasuti and means nothing: a surface without the counting logic, the motif vocabulary, or the hands. It also teaches the client that the craft is free. The second and third routes cost weeks, and they produce something the makers can recognise as theirs. The difference between them is not quality. It is who the work belongs to afterwards.
The case
A hotel in north Karnataka, a lobby wall, a brief that says regional identity. One version was generated from a prompt and laser-cut in MDF. Another was developed with a kasuti cooperative, who set the motif grammar and are credited on the wall. Both photograph well. Only one of them can be defended to the women who taught the pattern.
Our position
A living craft is not a style. It is people, a method, and an economy. In the Lab's view, prompting its surface without its makers is extraction, whatever you call it. Study it, work with the people who carry it, credit and pay them where the work is theirs — or leave it alone. Who "the makers" are differs by craft: kasuti is carried by identifiable embroiderers and cooperatives with an income to lose; a kolam is drawn on a threshold each morning by whoever lives there, owned by no one. The position is the same. The people you owe it to are not — and the card asks you to find out which before you prompt.
Why we hold it
Architecture has spent two decades learning to ask where the stone was quarried and who laid the brick. The same discipline reaches a craft's makers. A model removes the effort that used to force a designer to go and meet them. That effort was doing useful work: it made you face the people you were borrowing from.
The strongest objection
The Lab's definition of extraction risks freezing a living tradition into protected property and inventing a collective veto that neither the law nor the practice recognises. For a kolam there may be no "makers" who could grant permission at all; anyone who claims to speak for a tradition may be claiming an authority they do not have. Some practitioners want reinterpretation, diffusion and new markets, and a rule that stops a student from Dharwad prompting kasuti protects nothing — she is closer to a daughter of the tradition than a thief. So stylistic borrowing alone cannot be the harm. If there is a harm, it lies in deception, misattribution, commercial capture, breaking a community's own protocols, or taking a maker's income — and the position has to show which of those a given prompt does, not assume one of them.
What would make us revise it
Evidence that prompted imitation grew demand and income for the makers rather than replacing them; craft bodies and cooperatives publishing their own terms and training sets and welcoming this use; or, for a given craft, a showing that no maker or community exists to set terms — in which case the position narrows to honest attribution. If the makers set the terms and say yes, the Lab's position becomes their position. Reviewed every edition.
Prove it
Explain the difference between studying a craft tradition and prompting a flat imitation of it. Then take a position you could defend on when in the style of a shared craft is homage and when it is extraction.
Take it to crit
If the student prompts a living craft tradition, could they defend the act to a maker who carries that lineage — not just to a jury? Ask them to name the maker they would have to face.
How it works
In most copyright systems a traditional pattern is not protected — it is too old, or it has no single author. Some Indian crafts carry a Geographical Indication, which protects the name of a product from a place, not its look. So the law will often say nothing here. That is exactly why this is a judgment card. The law will not decide it for you. You answer to the maker, not to the statute.
What this idea builds on
What this idea opens up
Sources
Open this idea on the map · The complete map · Logika · RBDS AI Lab, India · revised every edition.