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The benefits, risks and bounds of personalizing the alignment of large language models to individuals
Large language models (LLMs) undergo 'alignment'so that they better reflect human values
or preferences, and are safer or more useful. However, alignment is intrinsically difficult …
or preferences, and are safer or more useful. However, alignment is intrinsically difficult …
Datasheets for datasets help ML engineers notice and understand ethical issues in training data
KL Boyd - Proceedings of the ACM on Human-Computer …, 2021 - dl.acm.org
The social computing community has demonstrated interest in the ethical issues sometimes
produced by machine learning (ML) models, like violations of privacy, fairness, and …
produced by machine learning (ML) models, like violations of privacy, fairness, and …
Privacy legislation as business risks: How GDPR and CCPA are represented in technology companies' investment risk disclosures
Power exercised by large technology companies has led to concerns over privacy and data
protection, evidenced by the passage of legislation including the EU's General Data …
protection, evidenced by the passage of legislation including the EU's General Data …
Assembling accountability: algorithmic impact assessment for the public interest
Abstract The Algorithmic Impact Assessment is a new concept for regulating algorithmic
systems and protecting the public interest. Assembling Accountability: Algorithmic Impact …
systems and protecting the public interest. Assembling Accountability: Algorithmic Impact …
A systematic literature review of human-centered, ethical, and responsible AI
As Artificial Intelligence (AI) continues to advance rapidly, it becomes increasingly important
to consider AI's ethical and societal implications. In this paper, we present a bottom-up …
to consider AI's ethical and societal implications. In this paper, we present a bottom-up …
Ores: Lowering barriers with participatory machine learning in wikipedia
Algorithmic systems---from rule-based bots to machine learning classifiers---have a long
history of supporting the essential work of content moderation and other curation work in …
history of supporting the essential work of content moderation and other curation work in …