Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...

Abstract: The multi-agent controllability is intrinsically affected by the network topology and the selection of leaders. A focus of exploring this problem is to uncover the relationship between the ...

Abstract: Metacomputing optimizes distributed computing resources to enhance federated learning (FL) systems by enabling efficient resource allocation, improved scheduling, and greater scalability, ...