contrastive-lm.notion.site Interesting write up. No paper yet unfortunately. If some of the claims hold true it would be a pretty incredible leap. Their SOTA DeepSWE scores come from generating rollouts using Opus/Fable and then using their model to select the "right" action.
contrastive-lm.notion.siteContrastive Language Models | NotionA System One Model for Fast and Generalizable Decision-Making