Paper argues full LLM transparency does not guarantee trust or security
Users still cannot verify that open weights match open data and pipelines, and openness can raise attack success.
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Stories tagged #trustworthiness
Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It
Study of 12 LLM agents finds systematic source preference bias that overrides requirement satisfaction; hiding or relabeling source info changes selection rates.