Pico Rivera
LAPD would delete nearly 12 million body camera videos under proposed policy change
Things to Do in L.A. Tap to enable a layout that focuses on the article. A body-worn camera shows the perspective of LAPD officers when arresting a suspect. This is read by an automated voice. Please report any issues or inconsistencies here . LAPD officials are proposing changes to the department's data retention policy, seeking to purge millions of old records.
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Debiased Large Language Models Still Associate Muslims with Uniquely Violent Acts
Hemmatian, Babak, Varshney, Lav R.
Recent work demonstrates a bias in the GPT-3 model towards generating violent text completions when prompted about Muslims, compared with Christians and Hindus. Two pre-registered replication attempts, one exact and one approximate, found only the weakest bias in the more recent Instruct Series version of GPT-3, fine-tuned to eliminate biased and toxic outputs. Few violent completions were observed. Additional pre-registered experiments, however, showed that using common names associated with the religions in prompts yields a highly significant increase in violent completions, also revealing a stronger second-order bias against Muslims. Names of Muslim celebrities from non-violent domains resulted in relatively fewer violent completions, suggesting that access to individualized information can steer the model away from using stereotypes. Nonetheless, content analysis revealed religion-specific violent themes containing highly offensive ideas regardless of prompt format. Our results show the need for additional debiasing of large language models to address higher-order schemas and associations.
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