science & techFuturity

AI uses up to 15 times more energy on Hindi and Bengali than English

the gist

Generative AI uses more energy on non-English text, and often gives less accurate answers. Generating text in non-English languages can take anywhere from 1.4 to 180 times more energy than English, with most Western European languages at twice the energy or less. Hindi and Bengali, each spoken by hundreds of millions of people, need 7.9 and 15.3 times more energy than an equivalent English prompt. The gap is largest in languages that don't use Latin script and have less digital content for training. The languages that consume more energy also tend to have lower accuracy.

so what

The finding suggests AI could reinforce global inequalities, giving speakers of many languages a more expensive and worse service.

fun fact

Hindi and Bengali are among the most widely spoken languages in the world.

Futurity · CC BY 4.0

Illustrative photo · Left intentionally blank, Public domain, via Wikimedia Commons