cd /news/large-language-models/large-language-models-for-small-lang… · home topics large-language-models article
[ARTICLE · art-105394] src=businesstimes.com.sg ↗ pub= topic=large-language-models verified=true sentiment=· neutral

Large language models for small language communities are essential

Large language models (LLMs) trained on a limited number of languages and owned by multinational companies pose cultural and economic threats to developing countries with minority languages, according to a report from London. The market dominance of these LLMs leaves such communities at a disadvantage, as benefits like improved healthcare and education are not equally shared. Mobile network operators can help build AI systems that reflect local cultures.

read1 min views7 publishedAug 21, 2026
Large language models for small language communities are essential
Image: Businesstimes (auto-discovered)

Mobile network operators can help build AI systems that reflect local cultures

[LONDON] Much has been said about artificial intelligence’s security and military risks. But the cultural and economic threats posed by large language models (LLMs) trained on a limited number of languages and owned by a handful of multinational companies have been largely overlooked.

The market dominance of these LLMs leaves developing countries with minority languages at a distinct disadvantage.

Ever since OpenAI released ChatGPT in November 2022, industry leaders and policymakers have touted AI’s potential to improve society by revolutionising healthcare and education, as well as by driving productivity growth and income gains. But these benefits are not equally shared.

TRENDING NOW Jardine C&C selling Singapore, Malaysia dealerships to Indonesia’s Chandra Asri for US$221 million gain

When every phone becomes a satellite phone, what happens to Asia’s telcos?

Stocks to watch: Jardine Cycle & Carriage, Creative Technology, CNMC Goldmine

Malaysia’s Genting posts Q2 net loss despite 14% rise in revenue

── more in #large-language-models 4 stories · sorted by recency
── more on @openai 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/large-language-model…] indexed:0 read:1min 2026-08-21 ·