LastOPD: Taming Collapse in Latent On-Policy Distillation Paper • 2609.28845 • Published 8 days ago • 24
TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent Paper • 2609.27277 • Published 8 days ago • 28
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution Paper • 2608.25593 • Published Aug 26 • 69
Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling Paper • 2605.27286 • Published May 26 • 1
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10, 2025 • 100