Papers

• Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research Attempts (2026)
  Dhruv Trehan et al.
  1.94
• EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines (2026)
  Shuo Zhang et al.
  1.94
• ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development (2026)
  Jie Yang et al.
  1.94
• Qualixar OS: A Universal Operating System for AI Agent Orchestration (2026)
  Varun Pratap Bhardwaj
  1.94
• Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking (2026)
  Fan Zhang et al.
  1.94
• DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch (2026)
  Jiale Zhao et al.
  1.94
• Evaluating Temporal Semantic Caching and Workflow Optimization in Agentic Plan-Execute Pipelines (2026)
  Alimurtaza Mustafa Merchant et al.
  1.89
• Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows (2026)
  Chenxin Li et al.
  1.83
• CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing (2025)
  Advait Gupta et al.
  1.28
• VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning (2025)
  Ye Liu et al.
  1.28
• Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency (2025)
  Adel Ammar et al.
  1.28
• Very Large-Scale Multi-Agent Simulation in AgentScope (2024)
  Xuchen Pan et al.
  —
• ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation (2024)
  Rinon Gal et al.
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