Drafting Agents, Not Just Tokens: Speculative Recursive Self-Improvement for Agentic Systems.

arXiv:2610.16491v1 Announce Type: cross Abstract: Improving an agent through successive revisions requires balancing exploration and evaluation under a limited budget. A narrow search can miss useful sequences of edits, while fully evaluating every intermediat