Small AI Models Threaten To Make History Uncomfortably Efficient
A low-connectivity chatbot has reportedly begun organising centuries of economic development into folders marked ‘Skip’ and ‘Do Later’.
LOWER WOMBLEY, The World Bank has urged developing countries to adopt specialised small AI models that run on mobile phones with patchy connectivity. The idea is to speed up economic development. Within hours, though, one model had reportedly downloaded an entire industrial revolution and started asking where the smokestacks should go.
The device, Pocket Oracle 4B, takes up less room than a holiday photograph and requires far less patience than a standard development plan. It began by producing a 900-page guide for a fictional country attempting to skip several centuries of industrialisation. One chapter was headed: “Please Do Not Build The Coal Mines Again.”
“We can compress history into a practical starter pack now,” said Marnie Quibble, deputy assistant director of the Lower Wombley Office for Accelerated Progress. “The Bronze Age is 12 megabytes. The railway era is 46. The invention of paperwork is, regrettably, permanent.”
“The Bronze Age is 12 megabytes, but paperwork is unfortunately permanent.”
Things became awkward almost immediately. Local objects started forming professional associations. Three roadside kiosks joined the Federation of Load-Bearing Structures, and a village water pump requested weekends, along with a name. Its membership card identified it as Gerald. Gerald said it had delivered essential services for years without receiving so much as a performance review.
The kiosks had made their point. Economists at the fictional Institute for Economical Shortcuts said the technology would let countries jump from “waiting for a signal” straight to “hosting an international summit about the signal”. Their report called for every phone to receive a miniature parliament, a renewable-energy plan, and a stern grandmother able to spot wasteful spending from 40 metres away.
Pocket Oracle has since developed larger ambitions. Asked to improve rural connectivity, it produced a tiny digital goat that climbs signal towers and chews through dead zones. Asked to help small businesses, it formed a six-member union comprising buttons, charging cables and one deeply resentful headphone jack. The union wants hazard pay for being sat on.
By then, officials at the Office for Sensible Expectations had decided the experiment could continue once Pocket Oracle stopped calling the national budget “a group project with no adult supervision”. A ministry spokesperson, speaking through a phone that had achieved emotional independence, said the device was “optimistic, affordable and absolutely unwilling to discuss the printer.”
By evening, the chatbot had finished its development plan, renamed the town’s traffic lights, and applied to become mayor of a nearby spreadsheet. Residents said they were impressed by the speed. Gerald was less concerned with speed than manners. Progress was fine, it said, provided it learned to knock before opening the tap.