2 papers
cs.CL2026
FlyRoute: Self-Evolving Agent Profiling via Data Flywheel for Adaptive Task Routing
Rongjun Li, Ziyu Zhou, Yihang Wu
Enterprise routers assign queries to expert agents, yet deployed profiles stay static while agents evolve (prompts, tools, models), and developers rarely keep descriptions or exemp…
cs.AI2026
AI for Auto-Research: Roadmap & User Guide
Lingdong Kong, Xian Sun, Wei Chow +17
AI-assisted research is crossing a threshold: fully automated systems can now generate research papers for as little as $15, while long-horizon agents can execute experiments, draf…