LEAP: Lean Environment-Feedback via Adaptive Pruning for Code RL in GPU Kernel Generation
arXiv:2608.01804v2 Announce Type: replace-cross Abstract: Post-training large language models (LLMs) via reinforcement learning (RL) has significantly advanced code generation capabilities.…
Trajectory forecasting lifts the femtosecond ceiling in molecular simulation
Nature Machine Intelligence, Published online: 05 August 2026; doi:10.1038/s42256-026-01275-z A new deep learning method enables molecular dynamics simulations over longer…
OpenClaw and Ollama in Agentic AI: Toward Fully Autonomous and Scalable AI Agent Systems
arXiv:2607.28629v1 Announce Type: new Abstract: The rapid transition from reactive large language models (LLMs) to persistent, action-capable systems has exposed…
On a joint simultaneous learning of relevant feature subsets and subspaces in regression-like problems
arXiv:2607.28080v2 Announce Type: replace-cross Abstract: We extend a recently introduced Entropy-Optimal Manifold Clustering (EOMC) to allow for a joint simultaneous…
Dense Temporal Contrast Synthesis via Conditioned Latent Transport
arXiv:2607.29394v1 Announce Type: cross Abstract: Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is essential for breast cancer management, but reliance on…
Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens
arXiv:2607.29363v1 Announce Type: cross Abstract: Balancing sequence length, representational capacity, and long-horizon stability is a central problem in autoregressive (AR)…
LabEvolver: Training-Free Experience Evolution for Safe and Grounded Wet-Lab Agents
arXiv:2607.27690v2 Announce Type: replace-cross Abstract: We introduce LabEvolver, a training-free framework that equips safe and grounded wet-lab agents with episodic…