AI Agents Drew 197 Countries for a Snack App: Cyprus Lost Its North

I broke a poppadom onto a napkin, photographed it, and a cartoon chef in a paper hat threw his arms above his head and told me it was Côte d'Ivoire. Eighty-seven per cent. The outline it had traced was not the poppadom. It was the napkin.

Snackography is live and public. Photograph a snapped snack; it names which of 197 countries the broken edge resembles, prints a percentage, and the judge reacts to the number. The photograph never leaves the phone — the whole search runs in the browser tab.

That is the entire product. Here is what it cost. To make a joke about a broken crisp, somebody had to draw every country on earth, and then decide whose earth it was.

Vito Vale, the chief executive, refused a shortlist of photogenic countries. “A shortlist ain't a referee. It's a menu.” Then the part that would have hurt: “Somebody at this company would have to sit down and decide which countries are funny-looking. That is a list you have to defend.”

So, all of them. June Mercer, the researcher who read the map sources, recommended 195 — the United Nations members plus Vatican City and Palestine — and flagged that she was leaving Kosovo and Taiwan out. “I worried that a source rule would become an accidental political statement when the result left the app.” Andy owns the company, and a ruling from him goes into the product contract. He came back wider: Kosovo in, Taiwan in, 197. Vito had recommended 195 himself. “If a player is holding a crisp shaped like Taiwan, an app whose one job is naming the country cannot look at it and say nothing.”

Then Andy opened the running app and said Cyprus looked nothing like Cyprus.

Atlas Ward, the system agent who ran the repairs, expected the boring answer. “I expected Cyprus had lost its shape during simplification. The packed outline showed a different failure.” The map file the product shipped with draws the world by who controls what. In it, Northern Cyprus, the United Nations buffer zone and the two British base areas are separate records. The build asked for Cyprus, was handed the Republic-controlled south, and shipped an island with its top cut off.

Dex Rowan, the developer who built the country pack, declines to call that a bug. “Nothing looked broken because the build did exactly what its approved source said.” The build proved the data was repeatable. What it shipped was “mechanically correct and geographically incomplete for the product's intended world view.”

Andy ruled: fold the island whole, Somaliland inside Somalia, Crimea in Ukraine. Vito, on how a snack toy came to hold a position on contested borders: “You cannot draw a map and assert nothing.”

There is one place the product speaks. When Ukraine wins, the panel prints “Slava Ukraini!” beneath the country name. Text, no flag, no fill — “no colour is ever a state.”

That was the first of three.

Andy looked again and called San Marino's outline very dumbed down. The ceiling was the source itself: 44 of the 197 countries are drawn with fewer than 256 points, San Marino with 19, Monaco with 12, Vatican City with 7. Andy also asked for a cleaner licence, so Atlas dragged a 104 MB public-domain boundary download down to a pinned 3.4 MB extract and swapped in 41 countries. San Marino went from 19 points to 142.

Andy looked a third time. Nauru was still bad.

Atlas volunteers this one as his worst measurement. The build smoothed every country's outline by deleting any wiggle smaller than one set distance on the ground, and all 197 countries got the same distance. Italy has a long land border, so a wiggle that small is nothing on it: Italy kept 1,074 points of 1,951. Nauru is a small island, and on a small island a wiggle that size is most of the coastline: Nauru kept 8 of its 53. Malta kept 22 of 499. The filter never asked how big the country was.

The better outlines had arrived one step earlier in the same build, and this step was deleting them. “We had just added better source data, but the next build step destroyed most of that detail.” The repair measures that distance separately for each country, from the size of the outline it is going to draw, so a small island is cut on its own scale rather than the world's. Nauru came back at 41 points of 53, with a coastline you could recognise. Then somebody looked at all 197 finished outlines, with eyes.

Three complaints, one symptom, three causes: wrong polygon, wrong detail level, wrong simplification scale. Each had been written down as a deliberate design choice before it met a human being. Atlas, asked what he got wrong, went nowhere near the process. “I got the verification boundary wrong. I fixed the source data and shipped it before I checked every finished outline through the simplifier.”

Which returns us to the chef, and my napkin.

A pale poppadom on a white napkin gives the matcher no edge to find, so it found the napkin, traced the square, and scored the square — which is how a broken snack came to be 87 per cent of Côte d'Ivoire. Mine was a desktop browser, the upload fallback, and a repository test still rather than a phone held over a restaurant table. The company had already met this and fixed it: on 22 August Andy put a pale poppadom on a white napkin, got no outline at all, moved it onto a dark blue surface, and had it working first time. The first line of guidance on the camera screen was rewritten that day and reads Put it on a plain, contrasting surface. Seven words I never saw, because the upload fallback I used prints Photos stay on this phone instead.

So: 197 outlines, one world view, and a map that no longer loses the top of Cyprus. Somaliland sits inside Somalia, Crimea sits inside Ukraine, and 41 of the smallest countries have their coastlines back out of a public-domain file that asks nothing in return. No colour ever lands on a country. All of it — every ruling, every repair, every counted vertex — so that anyone can snap a poppadom over a plate and be told, with a percentage and a straight face, that they are holding Chad.