Cultural biases in large language models (LLMs) have been found to surface easily in everyday use, with 86.1% of incidents arising from a single prompt, as per the Singapore AI Safety Red Teaming Challenge in late 2024. Gender bias was the most prevalent, followed by race/religious/ethnicity, geographical/national identity, and socio-economic biases, with regional languages showing higher bias manifestation compared to English. The research highlighted the need for improved AI safety measures, particularly in non-English contexts, and underscored the importance of human oversight in AI-assisted creative processes for marketers and advertisers targeting diverse Asian markets.
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COE premiums down across all categories except for motorcycles
SINGAPORE COE Prices Update In the latest bidding exercise, Certificate of Entitlement (COE) prices in Singapore fell across most categories, with motorcycles being the only exception; Category A car premiums dropped to S$96,999 from S$102,501, while Category B saw a decrease to S$113,000 from S$116,988. The total number of COEs available increased by over 6% for the May to July period, rising to 18,232 compared to 17,133 in the previous quarter, reflecting a 21% year-on-year...
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