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upvoted a paper about 4 hours ago

Towards Autonomous Mathematics Research

Paper • 2602.10177 • Published 2 days ago • 19

upvoted a paper about 6 hours ago

Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters

Paper • 2602.10604 • Published 1 day ago • 140

upvoted a paper 1 day ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published 7 days ago • 291

upvoted a paper 3 days ago

POINTS-GUI-G: GUI-Grounding Journey

Paper • 2602.06391 • Published 6 days ago • 16

upvoted a paper 9 days ago

Green-VLA: Staged Vision-Language-Action Model for Generalist Robots

Paper • 2602.00919 • Published 12 days ago • 271

upvoted a paper 14 days ago

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published 16 days ago • 79

upvoted a paper 15 days ago

Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models

Paper • 2601.19834 • Published 16 days ago • 25

upvoted a paper 16 days ago

daVinci-Dev: Agent-native Mid-training for Software Engineering

Paper • 2601.18418 • Published 17 days ago • 124

upvoted a paper 17 days ago

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Paper • 2601.16746 • Published 20 days ago • 89

upvoted a paper 18 days ago

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published 21 days ago • 84

upvoted 2 papers 24 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published about 1 month ago • 151

Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text

Paper • 2601.10355 • Published 28 days ago • 39

upvoted 5 papers about 1 month ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 211

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published Jan 11 • 16

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published Jan 9 • 36

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published Jan 5 • 109

CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving

Paper • 2601.01874 • Published Jan 5 • 19

upvoted 2 papers about 2 months ago

SpatialTree: How Spatial Abilities Branch Out in MLLMs

Paper • 2512.20617 • Published Dec 23, 2025 • 43

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 119

upvoted a paper 2 months ago

Thinking with Images via Self-Calling Agent

Paper • 2512.08511 • Published Dec 9, 2025 • 23