From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution 事件

From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution arXiv:2604.15097v2 Announce Type: replace-cross Abstract: This beta technical report asks how reusable experience should be represented so that it can function as effective test-time control and as a substrate for iterative evolution. We study this question in 4.590 controlled trials across 45 scientific code-solving scenarios. We find that documentation-oriented Skill packages provide unstable control: thei