Architect

Sep 28, 2026 · Artificial Intelligence

Dream-RSI: How Agents 'Dream' on Past Searches to Optimize Exploration Budgets

Dream-RSI introduces a recursive self-improvement framework where AI agents improve exploration strategies by replaying historical search trees offline, enabling budget allocation decisions without retraining models, demonstrated across algorithm engineering, math optimization, and GPU kernel tasks with reduced search costs.