Safety versus performance: How multi-objective learning reduces barriers to market entry
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2510004122
Abstract: Significance The development of large language models has given rise to emerging markets where companies offer models as a service and compete for user usage. A concern is that the accumulation of data and compute… read more here.
Keywords: multi objective; safety versus; market entry; market ... See more keywords
Comparative Efficacy and Safety of 0.8‐L Versus 2‐L Polyethylene Glycol‐Ascorbic Acid Solutions in Colonoscopy Preparation: A Prospective, Multicenter, Randomized, Controlled Trial
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DOI: 10.1111/jgh.70006
Abstract: High‐volume polyethylene glycol (PEG) solutions are associated with low patient compliance, whereas low‐volume alternatives pose higher risks of adverse events. We compared a new 0.8‐L PEG–ascorbic acid solution containing simethicone to a 2‐L PEG–ascorbic acid… read more here.
Keywords: comparative efficacy; polyethylene glycol; safety versus; ascorbic acid ... See more keywords