Apriel Voice 27B Preview: An Open Model for Speech, Reasoning, and Tool Use Paper • 2610.40738 • Published 10 days ago • 38
DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 13 days ago • 15
S3AC: Stabilized, Selective, and Scalable Actor-Critic for LLM Reasoning Paper • 2610.35518 • Published 13 days ago • 18
OSWorld-Pro: Process-based Evaluation for Computer Use Agents Paper • 2609.24890 • Published Sep 21 • 21
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published Sep 16 • 72
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 49
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction Paper • 2609.10715 • Published Sep 9 • 167
Studying Image Tokenizers as Visual Languages in Unified Multimodal Models Paper • 2609.09143 • Published Sep 8 • 8
A*-Thought-V2: Efficient Latent Reasoning via Geometric Dynamics of LLM Paper • 2609.07821 • Published Sep 7 • 8
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 24
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 117
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 26
Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills Paper • 2608.01851 • Published Aug 3 • 5
ScrambleToolBench: Agents Search Exhaustively Even When Their Own Map Points to the Next Step Paper • 2608.02358 • Published Aug 3 • 8