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upvoted a paper 3 days ago

FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios

Paper • 2604.07413 • Published 8 days ago • 89

upvoted a paper 5 days ago

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published 7 days ago • 253

upvoted a paper 7 days ago

Watch Before You Answer: Learning from Visually Grounded Post-Training

Paper • 2604.05117 • Published 10 days ago • 35

upvoted a paper 8 days ago

SWE-Next: Scalable Real-World Software Engineering Tasks for Agents

Paper • 2603.20691 • Published 26 days ago • 10

upvoted a paper 22 days ago

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Paper • 2603.20278 • Published 29 days ago • 94

upvoted an article 6 months ago

view article

Article

Aligning to What? Rethinking Agent Generalization in MiniMax M2

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Oct 30, 2025

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43

upvoted 4 papers 6 months ago

VisCoder2: Building Multi-Language Visualization Coding Agents

Paper • 2510.23642 • Published Oct 24, 2025 • 22

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

Paper • 2510.10666 • Published Oct 12, 2025 • 28

UniVideo: Unified Understanding, Generation, and Editing for Videos

Paper • 2510.08377 • Published Oct 9, 2025 • 81

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

Paper • 2510.08540 • Published Oct 9, 2025 • 110

upvoted 2 papers 7 months ago

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3, 2025 • 33

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1, 2025 • 81

upvoted 2 papers 8 months ago

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Paper • 2508.11987 • Published Aug 16, 2025 • 73

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Paper • 2508.06600 • Published Aug 8, 2025 • 42

upvoted a paper 9 months ago

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published Jul 8, 2025 • 77

upvoted 2 papers 10 months ago

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation

Paper • 2506.03930 • Published Jun 4, 2025 • 27

Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem

Paper • 2506.03295 • Published Jun 3, 2025 • 17

upvoted 3 papers 11 months ago

QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design

Paper • 2505.16175 • Published May 22, 2025 • 42

Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning

Paper • 2505.15966 • Published May 21, 2025 • 53

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20, 2025 • 24