… The following papers were recommended by the Semantic Scholar API Workers'Incentives and the Optimal Taxation of AI 2026 Augmented Human Capital: A Unified Theory and LLM-Based Measurement Framework for Cognitive Factor Decomposition in AI-Augmented Economies 2026 The Demand Externality of Automati… …
Papers arxiv:2605.11378 An Empirical Study of Automating Agent Evaluation Published on May 12 Submitted by Sangmin Woo on May 14 Amazon Authors: , , , , , , , , , , , , , , , , Abstract Automated agent evaluation using AI assistants requires specialized domain knowledge and procedural skills to ach… …
Papers arxiv:2605.11518 AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration -- Learning from Cheap, Optimizing Expensive Published on May 12 Submitted by taicheng guo on May 13 University of Notre Dame Authors: Taicheng Guo , , , Abstract An agentic framework calle… …
… AI-generated summary Does a lexical retriever suffice as large language models LLMs become more capable in an agentic loop ? This question naturally arises when building deep research systems. We revisit it by pairing BM25 with frontier LLMs that have better reasoning and tool-use abilities. …
… We then close the loop with the model itself: an online process-reward co-learning loop , in which an open-source agent's rollouts through the refining harness are relabeled by a frontier teacher and used to update the model, drives sustained in-game milestone progress on Pokemon Red without resett… …
… AI-generated summary LLM-based evolution has emerged as a promising way to improve agents by refining non-parametric artifacts, but its wall-clock cost remains a major bottleneck. …
Papers arxiv:2605.08646 PAAC: Privacy-Aware Agentic Device-Cloud Collaboration Published on May 9 Submitted by Liangqi Yuan on May 13 Authors: Liangqi Yuan , , , Abstract PAAC is a privacy-aware agentic framework that aligns planner-executor decomposition with device-cloud boundaries, using typed p… …
… If you want recommendations for any Paper on Hugging Face checkout this Space You can directly ask Librarian Bot for paper recommendations by tagging it in a comment: @ librarian-bot recommend the offline replay environment with a width-depth test-time scaling controller is the standout move here, … …
… The following papers were recommended by the Semantic Scholar API Towards Long-horizon Agentic Multimodal Search 2026 Mind DeepResearch Technical Report 2026 OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search 2026 SAKE: Self-aware Knowledge Exploitation-Exploration for Grounded… …
… Despite the strong performance gains, coding agent based methods have high latency costs. While AgentRunbook-C advances the accuracy-latency Pareto frontier, substantial room for improvement remains. …
