A 2025 Stanford HAI paper found many popular LLMs perform poorly in languages other than English. Experts warn this harms non-English communities and call for local partnerships, better multilingual data and checks on outputs.
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A study of college-educated job seekers in China followed two groups for three months and recorded weekly wage expectations. Graduates from lower-class families set lower initial wages and adjusted them more; researchers recommend wage-setting coaching at universities.
Matthew M. Kavanagh says science can detect viruses and make vaccines fast, but rising inequality makes pandemics worse. He proposes debt relief, shared technology, regional manufacturing and stronger social support to stop future crises.
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