Safety versus performance: How multi-objective learning reduces barriers to market entry

Proceedings of the National Academy of Sciences, Volume 122, Issue 42, October 2025. <br/>SignificanceThe 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 by incumbents creates insurmountable …