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 Pico Rivera


LAPD would delete nearly 12 million body camera videos under proposed policy change

Los Angeles Times

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.


Debiased Large Language Models Still Associate Muslims with Uniquely Violent Acts

Hemmatian, Babak, Varshney, Lav R.

arXiv.org Artificial Intelligence

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.