Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities Paper • 2608.28122 • Published 5 days ago • 57
DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents Paper • 2608.18524 • Published 14 days ago • 88
Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models Paper • 2608.27550 • Published 6 days ago • 85
LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering Paper • 2608.28281 • Published 5 days ago • 99
ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL Paper • 2608.28476 • Published 5 days ago • 25
Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning Paper • 2608.27549 • Published 6 days ago • 46
Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report Paper • 2608.15763 • Published 11 days ago • 49
PAWBench: How Far Are We from Probabilistically Aligned World Modeling? Paper • 2608.27345 • Published 6 days ago • 141
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published 6 days ago • 109
Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models Paper • 2608.25518 • Published 7 days ago • 193
WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation Paper • 2608.24479 • Published 8 days ago • 141
FrontierChallenge: Evaluating Scientific Workflow Completion Paper • 2608.24979 • Published 8 days ago • 145
VGI-Bench: Probing Visual Intelligence in Video Generation Models Paper • 2608.19583 • Published 7 days ago • 178
VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction Paper • 2608.26005 • Published 7 days ago • 174
Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs Paper • 2608.20492 • Published 13 days ago • 111
GigaBrain-0.7: Scaling Embodied Foundation Models to Emergent Capabilities with a Three-System Architecture Paper • 2608.15875 • Published 17 days ago • 103
Apodex 1.1: Scaling Agentic Intelligence for Complex Work Paper • 2608.23283 • Published 9 days ago • 205
FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis Paper • 2608.18580 • Published 14 days ago • 121