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A chatbot entirely powered by humans, not artificial intelligence? This Chile community shows why

Inside a Chilean experiment where real people—not algorithms—run a “chatbot,” challenging what we think AI actually is

by admin
February 4, 2026
in Tech
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chatbot Chile

Chatbot Entirely Powered By Humans

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About 50 residents of a community outside Chile’s capital spent Saturday trying their best to power an entirely human-operated chatbot that could answer questions and make silly pictures on command, in a message highlighting the environmental toll of artificial intelligence data centers in the region. 

Organizers say the 12-hour project fielded more than 25,000 requests from around the world. 

Asking the Quili.AI website to generate an image of a “sloth playing in the snow” didn’t instantly produce an output, as ChatGPT or Google’s Gemini would. Instead, someone responded in Spanish, asking the user to wait a few moments and reminding them that a human was responding. 

Then came a drawing about 10 minutes later: a penciled sketch of a cute and cartoonish sloth in a pile of snowballs, with its claws clutching one and about to throw it. 

“The goal is to highlight the hidden water footprint behind AI prompting and encourage more responsible use,” said a statement from organizer Lorena Antiman of the environmental group Corporación NGEN. 

The answers came from a rotating crew of volunteers working on laptops in a community center in Quilicura, a municipality at the urban edge of Santiago that has become a data center hub. Asked by an Associated Press reporter for the identity of the person who made the sloth drawing, the website responded that it was a local youth who was helping with illustrations.  

The website responded quickly to questions that drew on residents’ cultural knowledge, like how to make Chilean sopaipillas, a fried pastry. When they didn’t know the answer, they walked around the room to see if someone else did. 

“Quili.AI isn’t about always having an instant answer. It’s about recognizing that not every question needs one,” Antiman said. “When residents don’t know something, they can say so, share a perspective, or respond with curiosity rather than certainty.” 

She said it’s not designed to reject the “incredibly valuable” uses of AI but to think more about the impacts of so much “casual prompting” on water-stressed places like Quilicura. 

The backdrop to the campaign is a debate in Chile and elsewhere about the high costs of AI use. Data center computer chips running AI systems require huge amounts of electricity, and some also use large volumes of water for cooling, with usage varying depending on location and type of equipment. 

Cloud computing giants Amazon, Google, and Microsoft are among a number of companies that have built or planned data centers in the Santiago region. 

Google has argued that the Quilicura data center, which it switched on in 2015, is the “most energy efficient in Latin America” and has highlighted its investment in wetlands restoration and irrigation projects in the surrounding Maipo River basin. But it faced a court challenge over another project near Santiago due to water-use concerns. 

Chile has faced a decade of severe drought, which experts say contributed to the spread of recent deadly wildfires.

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