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Papers
Daily updated cutting-edge AI research papers to help you keep up with the latest AI trends
papers

SCALING VERIFIABLE ENVIRONMENTS FOR LONG-HORIZON WORK AGENTS

Harness Scaling for Generalizable Agentic Reinforcement Learning






























Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?
AGENT WORLD MODEL IN THE WILD: COMPUTER-USE AGENT ENVIRONMENT SYNTHESIS
LOOKING AHEAD: MODELING FUTURE EVOLUTION IN AUTOREGRESSIVE VIDEO GENERATION
StreamEval: Evaluating Interactive Streaming Video Generation Models
CACHE ENGINEERING FOR AGENTS
Generalist Dexterous Bimanual Tracking Control from Human Demonstrations
SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?
Épi: Towards a Persistent, Self-Improving Agent for Autonomous Research
Fish Audio Drama 3 Technical Report
Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition
Spatial Reasoning with a General Coding Agent
Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience
Focused Omni-Modal GUI Agents
PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking
Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds
SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum
EgoXperience: Learning World-Grounded Egocentric Representations from Human Experience
Holi-World: Building Holistic World Intelligence from Human-Ego Experience
Learning from Fleet Experience: A Collective Learning Paradigm for Robots
Scaling Parameter-Efficient Fine-Tuning for Brain Encoding
MemT-1.0: Towards Memory-Native Evolution
DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
CAN VISUAL GENERATION EXPAND WHAT UNIFIED MULTIMODAL MODELS KNOW?
Into the Unknown: Benchmarking AI agents on open scientific research problems
PACK LIGHT, CARRYON: BUILDING OBJECT-ORIENTED CONTEXT FOR LONG-HORIZON AGENTS
HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents
LEARNING TO THINK AND EXPLORE IN 3D WORLD
BizAgentBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business
Has GPT-6-Astra Achieved Embodied Intelligence?
TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents