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Jev Ultrafast is a browser agent using a dynamic, indexed action space for efficient AI-driven automation, demonstrated with a fast Google Flights search.
Presents SkillSelect-Serve, a framework for budget-controllable and QoS-aware skill service recommendation and composition for small LLM agents, evaluating on a large registry and demonstrating improved recall and utility over top-k retrieval.
A new paper investigates whether it's better to prune a larger LLM or train a small LLM from scratch, finding that pruning provides more than just a good initialization.