World-model-driven recursive self-improvement expands across agent domains

RSI-Anything and related work report world-model-guided policy and data selection with gains across code repair, GUI interaction, laboratory planning, reaction optimization, and immune science under fixed experiment budgets. The breadth makes this a significant emerging direction, but claims remain preprint-level and require stronger baselines, compute-normalized analysis, contamination checks, and independent replication.