Recursive Self-Improvement on Judy AI Lab https://judyailab.com/en/tags/recursive-self-improvement/ Recent content in Recursive Self-Improvement on Judy AI Lab Judy AI Lab https://judyailab.com/logo.jpg https://judyailab.com/logo.jpg Hugo -- 0.147.4 en Sun, 20 Sep 2026 06:02:18 +0000 Google Is Teaching Agents to 'Dream': Replaying Past Trial and Error So the Next Round Wastes Less Time https://judyailab.com/en/posts/google-dream-rsi-agents-dream-self-improve/ Thu, 17 Sep 2026 11:00:00 +0000 https://judyailab.com/en/posts/google-dream-rsi-agents-dream-self-improve/ Google released Dream-RSI, which lets AI agents 'dream' after a task - replaying past wins and losses to work out a better strategy for the next round, achieving recursive self-improvement without rerunning the task. In testing with Gemini 3.1 Pro, call count on the same algorithm task dropped from 550 to 317, and the result was even faster. Drawing on real experience running a 6-agent team, this piece breaks down why progress comes from compounding methods, not bigger models.