social-learning

Anthropic launched Claude Tag, a tool that adds persistent context and memory to AI interactions, shifting from individual to group workflows and enabling social learning across teams.

This paper introduces GRID, a social learning method that extracts universal behaviors from heterogeneous agents by decomposing per-agent reward functions into general and specific rewards, enabling a generalist agent that avoids mode-averaging bias.